Agents, MCPs, skills, and plugins worth running, curated daily. Test-drive anything without wrecking your setup.
1278 projects found
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-ho...
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.. An open-source mcp server for the AI co…
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent....
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io. An open-source mcp server for the AI…
LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and repor...
LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.. An open-source mcp server for the AI codin…
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and know...
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line ins…
Installable GitHub library of 1,500+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and...
Installable GitHub library of 1,500+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, workflows, a…
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first developmen...
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.. An open-source m…
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Libr...
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.. An open-source mcp server for the AI coding eco…
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • A...
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents. An open-source mcp server …
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms. An open-source mcp server for the AI coding ecosystem.
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors. An open-source mcp server for the AI coding ecosystem.
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o...
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model sw…
Trigger.dev – build and deploy fully‑managed AI agents and workflows
Trigger.dev – build and deploy fully‑managed AI agents and workflows. An open-source mcp server for the AI coding ecosystem.
The memory harness for proactive AI agents — structured storage, intent capture, 10x token reduction.
The memory harness for proactive AI agents — structured storage, intent capture, 10x token reduction.. An open-source mcp server for the AI coding ecosystem.
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI...
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, …
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. An open-source mcp server for the AI coding ecosystem.
GitHub's official MCP Server
GitHub's official MCP Server. An open-source mcp server for the AI coding ecosystem.
Official, Anthropic-managed directory of high quality Claude Code Plugins.
Official, Anthropic-managed directory of high quality Claude Code Plugins.. An open-source mcp server for the AI coding ecosystem.
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, a...
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more. An open-source mcp server for the AI coding ecosystem.
Chrome DevTools for coding agents
Chrome DevTools for coding agents. An open-source mcp server for the AI coding ecosystem.
The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows,...
The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-lea…
Yet another WebUI for Nginx
Yet another WebUI for Nginx. An open-source mcp server for the AI coding ecosystem.
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine. An open-source mcp server for the AI coding ecosystem.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first developmen...
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.. An open-source m…
MCP Toolbox for Databases is an open source MCP server for databases.
MCP Toolbox for Databases is an open source MCP server for databases.. An open-source mcp server for the AI coding ecosystem.
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and ca...
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative.. An open-source mcp server for the AI …
MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。. An open-source mcp server for the AI coding ecosystem.
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured informati...
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for R…
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai. An open-source mcp server for the AI coding ecosystem.
The Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and bus...
The Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.. An open-source m…
The best-benchmarked open-source AI memory system. And it's free.
The best-benchmarked open-source AI memory system. And it's free.. An open-source mcp server for the AI coding ecosystem.
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptograp...
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.. An open-sourc…
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+...
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.. An open-source mcp server …
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read. An open-source mcp server for the AI coding ecosystem.
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you. An open-source mcp server for the AI coding ecosystem.
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Joi...
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk. An open-source mcp server …
Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI...
Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.. An open-source mcp server for the AI coding ecosystem.
Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill...
Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill and MCP server.. An open-source mcp server for the AI coding ecosystem.
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
vibe coding 2026 | Your first modern Coding course beginners to master step by step.
vibe coding 2026 | Your first modern Coding course beginners to master step by step.. An open-source mcp server for the AI coding ecosystem.
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenan...
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP se…
Streaming music player that finds free music for you
Streaming music player that finds free music for you. An open-source mcp server for the AI coding ecosystem.
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the e...
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or r…
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm i...
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService,…
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, st...
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.. An open-source mcp server for the A…
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows. An open-source mcp server for the AI coding ecosystem.
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust...
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards w…
An open-source AI agent that brings the power of Gemini directly into your terminal.
An open-source AI agent that brings the power of Gemini directly into your terminal.. An open-source mcp server for the AI coding ecosystem.
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-lan...
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in.NET, Java, TypeScript, JavaScript, Rust and Python. D…
On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act...
On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.. An open-source mcp server for the AI coding ecosystem.
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker. An open-source mcp server for the AI coding ecosystem.
The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Hel...
The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Helm management.
"Vibe-Trading: Your Personal Trading Agent"
"Vibe-Trading: Your Personal Trading Agent". An open-source mcp server for the AI coding ecosystem.
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection. An open-source mcp server for the AI coding ecosystem.
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.. An open-source mcp server for the AI coding ecosystem.
ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review lo...
ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in…
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI. An open-source mcp server for the AI coding ecosystem.
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in...
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single st…
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and a...
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.. An open-source mcp server for the …
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities. An open-source mcp server for the AI coding ecosystem.
Make AI coding agents follow a repeatable engineering workflow with planning, memory, verification, skills, and revie...
Make AI coding agents follow a repeatable engineering workflow with planning, memory, verification, skills, and review. One config. All agents. Same workflow.. An open-source mcp server for…
MCP server for Grafana
MCP server for Grafana. An open-source mcp server for the AI coding ecosystem.
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's wo...
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/…
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS,...
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code,…
Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD...
Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient tok...
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a s…
Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!!...
Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. P…
本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 devic...
本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.. An open-source mcp server for the AI coding ecosystem.
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, w...
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings. An open-source mcp server for the AI coding ec…
A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, control from your phone. B...
A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, control from your phone. Built with Electron + Next.js.. An open-source mcp server for the AI codi…
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read...
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and l…
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, an...
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, and configure to order manufacturing.
Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code,...
Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Hermes, and more. An open-source mcp server for the AI…
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid...
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysi…
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.. An open-source mcp server for the AI coding ecosystem.
MCP server integration for DaVinci Resolve Studio
MCP server integration for DaVinci Resolve Studio
Your own search engine
Your own search engine
Transparent and Efficient Financial Analysis
Transparent and Efficient Financial Analysis. An open-source mcp server for the AI coding ecosystem.
MCP Server for Computer Use in Windows
MCP Server for Computer Use in Windows. An open-source mcp server for the AI coding ecosystem.
Local-first workflow engine with a Web UI for small teams. Define DAGs in a declarative YAML format. Self-contained a...
Local-first workflow engine with a Web UI for small teams. Define DAGs in a declarative YAML format. Self-contained and no DBMS required. Use any AI agent to manage your DAGs.
A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready...
A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflows, and a l…
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude)、最新 AI 资讯、Prompt 提示词大全、AI...
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具…
Learn it. Build it. Ship it for others.
Learn it. Build it. Ship it for others.. An open-source mcp server for the AI coding ecosystem.
Your personal AI desktop agent for Windows, macOS, Linux & Android. Set a goal, it works on its own. Teams (pair two...
Your personal AI desktop agent for Windows, macOS, Linux & Android. Set a goal, it works on its own. Teams (pair two desktops, agents + humans), Agent2Agent, Workflows, Codework, multi-agen…
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Model Context Protocol (MCP) server for Kubernetes and OpenShift
A free, open-source, native macOS GUI for the Mole CLI (mo): clean, uninstall, optimize, analyze disk, and watch l...
A free, open-source, native macOS GUI for the Mole CLI (mo): clean, uninstall, optimize, analyze disk, and watch live status. Plus long-range history + an MCP server for AI agents.
Laravel-focused MCP server for augmenting your AI powered local development experience.
Laravel-focused MCP server for augmenting your AI powered local development experience.. An open-source mcp server for the AI coding ecosystem.
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading,trading-agents,ai-trader,ai-trading. An op…
Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL,...
Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL, observability, evals, token cost tracking and more.
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with llama.cpp, whisper.cpp, stable-diffusion....
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with llama.cpp, whisper.cpp, stable-diffusion.cpp, GGUF import, voice chat, vision AI, on-device image generation, bio…
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.. An open-source mcp server for the AI coding ecosystem.
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs,...
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.. An open-source mcp server for the AI coding ecosystem.
Open-source Agent Operating System
Open-source Agent Operating System. An open-source mcp server for the AI coding ecosystem.
The Unofficial and Awesome Home Assistant MCP Server
The Unofficial and Awesome Home Assistant MCP Server. An open-source mcp server for the AI coding ecosystem.
BioMCP: Biomedical Model Context Protocol
BioMCP: Biomedical Model Context Protocol
MCP server for reverse engineering tasks in Ghidra
MCP server for reverse engineering tasks in Ghidra
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.. An open-source mcp server for the AI coding ecosystem.
A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints...
A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies.. An open-source mcp server for the AI …
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.. An open-source mcp server for the AI coding ecosystem.
lunar.dev: Agent native MCP Gateway for governance and security
lunar.dev: Agent native MCP Gateway for governance and security
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher). An open-source mcp server for the AI coding ecosystem.
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices). An open-source mcp server for the AI coding ecosystem.
Your super agent for work: local-first, learn your working context in mins and never forget it.
Your super agent for work: local-first, learn your working context in mins and never forget it.. An open-source mcp server for the AI coding ecosystem.
Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the conte...
Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.
An opinionated, AI-native development workflow for Java Enterprise — reusable Skills, Agents, Commands, and MCP serve...
An opinionated, AI-native development workflow for Java Enterprise — reusable Skills, Agents, Commands, and MCP servers combined with a human-in-the-loop model to modernize real-world SDLC …
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites...
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers,…
Local first codebase intelligence
Local first codebase intelligence
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.. An open-source mcp server for the AI coding ecosystem.
Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and...
Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.. An open-source mcp server for the AI coding ecosystem.
Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD an...
Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native...
an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.. An open-source mcp server for the AI coding ecosystem.
Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.. An open-source mcp server for the AI coding ecosystem.
AI antivirus for developer agents: protect Codex, Claude Code, Cursor, Gemini, OpenCode, plugins, skills, MCP servers...
AI antivirus for developer agents: protect Codex, Claude Code, Cursor, Gemini, OpenCode, plugins, skills, MCP servers, and AI harnesses before tools run.
Adversary simulation and Red teaming platform with AI
Adversary simulation and Red teaming platform with AI. An open-source mcp server for the AI coding ecosystem.
Next-Gen AI-Aware Git. Auditable sandbox, prompt-aware commits, 95% less token waste, 3.5x richer PR brief, 1.8x fast...
Next-Gen AI-Aware Git. Auditable sandbox, prompt-aware commits, 95% less token waste, 3.5x richer PR brief, 1.8x faster multi-agent loops.
小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书作品文件
小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书作品文件
MCP-powered fallback layer that lets AI agents execute tasks through the GUI when APIs, tools, or direct integrations...
MCP-powered fallback layer that lets AI agents execute tasks through the GUI when APIs, tools, or direct integrations are unavailable. Cross-OS, accessibility-first, local-only.
A community driven registry service for Model Context Protocol (MCP) servers.
A community driven registry service for Model Context Protocol (MCP) servers.. An open-source mcp server for the AI coding ecosystem.
Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.
Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.. An open-source mcp server for the AI coding ecosystem.
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help yo...
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.. An open-source mcp serv…
Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill
Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill
Open source MCP Servers for AWS
Open source MCP Servers for AWS
Stop re-explaining yourself to AI. MARM offers persistent memory, cross-agent context sharing, write queues, swarm-re...
Stop re-explaining yourself to AI. MARM offers persistent memory, cross-agent context sharing, write queues, swarm-ready presets, and compaction for clean recall. Includes a live web dashbo…
Unreal Engine Vibe Coding tool
Unreal Engine Vibe Coding tool. An open-source mcp server for the AI coding ecosystem.
One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Code...
One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents. An open-sou…
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent thr...
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of …
Your First LLM-Wiki Conversation Knowledge Base
Your First LLM-Wiki Conversation Knowledge Base
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of se...
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.. An open-source mcp server for the AI coding ecosyste…
Nextcloud MCP Server
Nextcloud MCP Server
Build autonomous AI agents in Python.
Build autonomous AI agents in Python.. An open-source mcp server for the AI coding ecosystem.
phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases
phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases
Bulk port forwarding Kubernetes services for local development.
Bulk port forwarding Kubernetes services for local development.
AI 编程超能力 · 中文增强版 — superpowers(116k+ )完整汉化 + 6 个中国原创 skills,让 Claude Code / Copilot CLI / Hermes Agent / Cursor /...
AI 编程超能力 · 中文增强版 — superpowers(116k+ )完整汉化 + 6 个中国原创 skills,让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活. An open-source mcp se…
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST...
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
A self-hosted RSS reader and personal knowledge management tool.
A self-hosted RSS reader and personal knowledge management tool.
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and...
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS you…
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
全能协议分析工具:浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — bu...
全能协议分析工具:浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI a…
StatsPAI is the first agent-native Python library for causal inference and applied econometrics — unified API, broad...
StatsPAI is the first agent-native Python library for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schem…
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on A...
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge…
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memor...
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, …
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and embedded MCP server for macOS, Windows,...
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone t...
Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and aut...
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224...
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MCP tools, change-safety gates, audit evidence, zero API keys.
Meta-prompting, context engineering, and centralized instructions management for AI coding agents
Meta-prompting, context engineering, and centralized instructions management for AI coding agents. An open-source mcp server for the AI coding ecosystem.
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM...
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler + Cont Batching + etc!
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leav...
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Resear…
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awar...
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.. An open-s…
Fast, lightweight Firecrawl alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Dro...
Fast, lightweight Firecrawl alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/v1/scrape, /v1/crawl, /v1/search). 2.3x …
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible wit...
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x,…
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP too...
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, O…
One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM pr...
One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM providers (6 free). 一句话调度多个AI专家自动协作,几分钟交付完整方案。
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and oth...
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice...
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read...
An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex...
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.
MESH-API — Off-Grid AI & API Router & with MCP server & over 30 API extensions for Meshtastic & MeshCore - Seamlessl...
MESH-API — Off-Grid AI & API Router & with MCP server & over 30 API extensions for Meshtastic & MeshCore - Seamlessly connect LM Studio, Ollama, AI Providers, 3rd-party APIs, Agents & Hom…
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automati...
Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automation. No WSL required.
Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.
All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.. An open-source mcp server for the AI coding ecosystem.
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server...
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, A…
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window fo...
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding. An open-source mcp ser…
Observal is registry and insight platform for portable AI coding agents. Define context once, install it across tools...
Observal is registry and insight platform for portable AI coding agents. Define context once, install it across tools, and learn what works.. An open-source mcp server for the AI coding eco…
Security scanner for AI agents, MCP servers and agent skills.
Security scanner for AI agents, MCP servers and agent skills.. An open-source mcp server for the AI coding ecosystem.
A complete list of SAP MCP Servers and SAP AI Skills
A complete list of SAP MCP Servers and SAP AI Skills
A secure REST API and Model Context Protocol (MCP) server for your vault.
A secure REST API and Model Context Protocol (MCP) server for your vault.. An open-source mcp server for the AI coding ecosystem.
A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open stand...
A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CL…
A TypeScript framework for building MCP servers.
A TypeScript framework for building MCP servers.. An open-source mcp server for the AI coding ecosystem.
Official SonarQube MCP Server for code quality and security in AI agents
Official SonarQube MCP Server for code quality and security in AI agents
Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10....
Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10. CLI + MCP, BYO LLM. No API key needed on MCP path.
Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads
Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads. An open-source mcp server for the AI coding ecosystem.
MCP server that interacts with Obsidian via the Obsidian rest API community plugin
MCP server that interacts with Obsidian via the Obsidian rest API community plugin. An open-source mcp server for the AI coding ecosystem.
Vibe Design System - Official monday.com UI resources for application development in React.js
Vibe Design System - Official monday.com UI resources for application development in React.js
DeepChat - A smart assistant that connects powerful AI to your personal world
DeepChat - A smart assistant that connects powerful AI to your personal world. An open-source mcp server for the AI coding ecosystem.
Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.
Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.
Plugin for JADX to integrate MCP server
Plugin for JADX to integrate MCP server. An open-source mcp server for the AI coding ecosystem.
MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations
MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple ag...
HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that …
The governance runtime for AI agents. Intercept actions, enforce guard policies, require approvals, and produce au...
The governance runtime for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, a...
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, host health. Built-in read-on...
Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, host health. Built-in read-only MCP server so AI agents can explore it too.
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally acros...
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any acces…
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Te...
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP,.NET …
An AI-enabled NAT Router/Firewall for the ESP32
An AI-enabled NAT Router/Firewall for the ESP32
Persistent memory + local AI for coding agents. 1.7B–32B open-weight LLM fleet, cross-session Mind Palace, cognitive...
Persistent memory + local AI for coding agents. 1.7B–32B open-weight LLM fleet, cross-session Mind Palace, cognitive routing, L3 grounding verifier, multi-agent Hivemind. Works with Claude …
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge gr...
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.. An open-source mcp server for the AI co…
AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OW...
AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux r…
Find rules and MCP servers
Find rules and MCP servers. An open-source mcp server for the AI coding ecosystem.
Draw.io Model Context Protocol (MCP) Server
Draw.io Model Context Protocol (MCP) Server
MCP server for Dynamics 365 Finance & Operations with standard and custom indexed X++ objects. Provides IntelliSen...
MCP server for Dynamics 365 Finance & Operations with standard and custom indexed X++ objects. Provides IntelliSense-like code navigation, intelligent EDT suggestions, AI-driven table/fo…
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.
The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loadin...
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, …
Official Model Studio CLI(阿里云百炼 CLI)built for AI Agent frameworks, exposing models, search, multimodal, and workflow...
Official Model Studio CLI(阿里云百炼 CLI)built for AI Agent frameworks, exposing models, search, multimodal, and workflow capabilities as structured tool calls.
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.. An open-source mcp server for the AI coding ecosystem.
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
Selene is a desktop app that runs AI agents on your machine. Connect them to your WhatsApp, Telegram, Slack, or Disco...
Selene is a desktop app that runs AI agents on your machine. Connect them to your WhatsApp, Telegram, Slack, or Discord. Write code, generate images, build personal assistants. All from one…
Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall ov...
Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki with on-device embeddings and an MCP server.
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads
Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads. An open-source mcp server for the AI coding ecosystem.
Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket tr...
Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.. An o…
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategie...
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
The Agent-Ready Backend for MongoDB.
The Agent-Ready Backend for MongoDB.
Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.
Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain atta...
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for to…
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM work...
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestra…
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual in...
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent enviro…
The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file,...
The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemin…
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
Monitor browser logs directly from Cursor and other MCP compatible IDEs.. An open-source mcp server for the AI coding ecosystem.
High-performance code graph and code intelligence engine, supports 257 languages, multi repositories, with access vi...
High-performance code graph and code intelligence engine, supports 257 languages, multi repositories, with access via CLI, MCP Server, and API. Built for AI coding agents - expose only ne…
국가법령정보MCP v4.0 | 법제처 42개 API → 17개 MCP 도구. 법령·판례·조례 검색 + LLM 환각 방지 인용검증 + 조문 영향 그래프(impact_map) + 시점 비교 자동 diff(time_...
국가법령정보MCP v4.0 | 법제처 42개 API → 17개 MCP 도구. 법령·판례·조례 검색 + LLM 환각 방지 인용검증 + 조문 영향 그래프(impact_map) + 시점 비교 자동 diff(time_travel) + 이럴 땐 이렇게, 5단계 안내(action_plan) | 42 Korean legal APIs → 17 MCP …
Search ClinicalTrials.gov trials, retrieve study details and results, and match patients to eligible trials via MCP....
Search ClinicalTrials.gov trials, retrieve study details and results, and match patients to eligible trials via MCP. STDIO or Streamable HTTP.
Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.
Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.. An open-source mcp server for the AI coding ecosystem.
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
Natural voice conversations with Claude Code
Natural voice conversations with Claude Code
An MCP server for interacting with Sentry via LLMs.
An MCP server for interacting with Sentry via LLMs.
微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 / 群聊画像
微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 / 群聊画像
Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained...
Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The…
OpenClaw plugin to search tweets, search replies, post tweets, export followers, manage media, monitor X/Twitter, and...
OpenClaw plugin to search tweets, search replies, post tweets, export followers, manage media, monitor X/Twitter, and run giveaway draws via Xquik.
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI to communicate wit...
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.. An ope…
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the n...
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
A Python library for building AI agents that leverage the full power of Google Antigravity.
A Python library for building AI agents that leverage the full power of Google Antigravity.. An open-source mcp server for the AI coding ecosystem.
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build performant and cost-effici...
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build performant and cost-efficient APIs on top of BigQuery or Snowflake for AI Agents and Data Apps
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtf...
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.
An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.
Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, comple...
Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git d…
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access...
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context…
Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, M...
Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU …
Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQLite indexing, advisory file locks, and...
Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQLite indexing, advisory file locks, and an interactive TUI console
The engine powering hundreds of thousands of MCP connections
The engine powering hundreds of thousands of MCP connections
Local-first memory for Hermes Agent that lives in your Obsidian vault and remembers project context. Nightly dr...
Local-first memory for Hermes Agent that lives in your Obsidian vault and remembers project context. Nightly dream passes turn repeat corrections into confirmed preferences with measu…
Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.
Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.. An open-source mcp server for the AI coding ecosystem.
MCP server for AI assistants to read and manage Coros fitness data: sleep, HRV, daily metrics, activities, and struct...
MCP server for AI assistants to read and manage Coros fitness data: sleep, HRV, daily metrics, activities, and structured workouts via the unofficial Coros API
Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markd...
Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.. An open-source mcp …
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads...
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads, and search.
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports loca...
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers.. An ope…
Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file...
Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file paths and line numbers. Works in any AI IDE.. An open-source mcp server…
MCP server for Unusual Whales API - access options flow, dark pool, congress trades, and more
MCP server for Unusual Whales API - access options flow, dark pool, congress trades, and more
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media...
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich...
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.
A bridge between Streamable HTTP and stdio MCP transports
A bridge between Streamable HTTP and stdio MCP transports
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.. An open-source mcp server for the AI coding ecosystem.
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting,...
Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.
IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart rout...
IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow.
425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI...
425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.. An open-source mcp server for the AI coding ecosystem.
AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 16 tools. Works with Claude, GPT-4, or local model...
AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 16 tools. Works with Claude, GPT-4, or local models. For authorized security research only.
Unofficial MCP Server for Picnic
Unofficial MCP Server for Picnic
Fast, elegant SSH connection manager with a TUI dashboard and MCP server
Fast, elegant SSH connection manager with a TUI dashboard and MCP server
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
MCP server that lets your AI assistant remember everything about your home.
MCP server that lets your AI assistant remember everything about your home.
Native Delphi Server implementation of the Model Context Protocol (MCP)
Native Delphi Server implementation of the Model Context Protocol (MCP)
Plug and play AI agents for any domain
Plug and play AI agents for any domain
MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, ci...
MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed answers from Gemini. Persistent auth, library management, …
MCP Server For Turkish Legal Databases
MCP Server For Turkish Legal Databases
Cut your Claude / OpenAI / Gemini bill 70–95% on AI coding. Local proxy that compresses context, keeps provider cache...
Cut your Claude / OpenAI / Gemini bill 70–95% on AI coding. Local proxy that compresses context, keeps provider caches hot, and verifies LLM output ($0 hallucination guard). Drop-in for Cur…
Self-Hosted API Management for Builders
Self-Hosted API Management for Builders
A fully functional web workspace for Claude Code CLI—chat, Kanban task board, task scheduling, multi-agent orchestrat...
A fully functional web workspace for Claude Code CLI—chat, Kanban task board, task scheduling, multi-agent orchestration, MCP servers, skills, remote access (Web, SSH, Telegram), projects, …
Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage...
Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. …
SkillDock is a skill manager and MCP manager for installing, viewing, updating, and syncing AI skills and MCP servers...
SkillDock is a skill manager and MCP manager for installing, viewing, updating, and syncing AI skills and MCP servers, with Git-aware updates to track upstream changes and local modificatio…
codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable ac...
codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's structure and data flow through Joern Code Property…
简洁的测试平台日志,波形(FSDB/VCD),根因分析MCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via...
简洁的测试平台日志,波形(FSDB/VCD),根因分析MCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image gen...
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in altern...
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in alternative to Figma's Dev Mode MCP and Framelink for Claude Code, Cursor, Win…
Prismer Cloud
Prismer Cloud. An open-source mcp server for the AI coding ecosystem.
为 AI Agent 设计的 JS 逆向 MCP Server,内置反检测,基于 chrome-devtools-mcp 重构 | JS reverse engineering MCP server with agent-first...
为 AI Agent 设计的 JS 逆向 MCP Server,内置反检测,基于 chrome-devtools-mcp 重构 | JS reverse engineering MCP server with agent-first tool design and built-in anti-detection. Rebuilt from chrome-devtools-mc…
Persistent memory for AI coding agents
Persistent memory for AI coding agents
The MCP server that turns Claude into the only coding agent hitting 100% on a real benchmark. -77% active tokens, -76...
The MCP server that turns Claude into the only coding agent hitting 100% on a real benchmark. -77% active tokens, -76% wall time, 0 losses across 96 tasks on Claude Opus 4.7. Structural cod…
Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.
Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.
MCP server providing AI agents with instant access to Apple developer documentation via RAG
MCP server providing AI agents with instant access to Apple developer documentation via RAG
Supercharge AI Agents, Safely
Supercharge AI Agents, Safely
Find rules and MCP servers
Find rules and MCP servers. An open-source mcp server for the AI coding ecosystem.
MCP server for *arr media management suite
MCP server for *arr media management suite
모두 파싱해버리겠다 — HWP3·HWP·HWPX·HWPML·PDF·XLS·XLSX·DOCX → Markdown. 신구대조·양식 자동 채우기·MCP 통합 (CLI + MCP Server) | Parse Korea...
모두 파싱해버리겠다 — HWP3·HWP·HWPX·HWPML·PDF·XLS·XLSX·DOCX → Markdown. 신구대조·양식 자동 채우기·MCP 통합 (CLI + MCP Server) | Parse Korean documents (HWP3-5, HWPX, HWPML, PDF, Office) to Markdown — CLI + MCP S…
arifOS — Constitutional MCP kernel for governed AI execution. AAA trinity: AGI (Mind) · ASI (Heart) · APEX (Judge). B...
arifOS — Constitutional MCP kernel for governed AI execution. AAA trinity: AGI (Mind) · ASI (Heart) · APEX (Judge). Built for the sovereign agentic era.
The Wiki-link doc compiler for the LLM era.
The Wiki-link doc compiler for the LLM era.
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, databas...
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
Zero-config entity resolution that scales from a CSV to 100M+ rows on a Ray cluster (verified: 100M deduped in 213s,...
Zero-config entity resolution that scales from a CSV to 100M+ rows on a Ray cluster (verified: 100M deduped in 213s, 0.30 GB driver). Fuzzy + exact + probabilistic dedupe, identity graph, P…
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP...
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memories, agents, sessions, security scanning, context…
The ultimate all-in-one guide to mastering Claude Code. From setup, prompt engineering, commands, hooks, workflows, a...
The ultimate all-in-one guide to mastering Claude Code. From setup, prompt engineering, commands, hooks, workflows, automation, and integrations, to MCP servers, tools, and the BMAD method—…
Simple note taking, powerful search, AI ready
Simple note taking, powerful search, AI ready
This extension enables developers to implement the MCP server features easily.
This extension enables developers to implement the MCP server features easily.
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and int...
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.
Connect AI models like Claude & GPT with robots using MCP and ROS.
Connect AI models like Claude & GPT with robots using MCP and ROS.
MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent h...
MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for integration w…
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, emotions, and autonomous payments. MCP...
Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, emotions, and autonomous payments. MCP server · x402 · Solana/EVM · Three.js. Embed anywhere as a web component…
A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge...
A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.
The Context OS for Autonomous AI Agents. Distill terminal noise into pure semantic signal, stop agent hallucinations,...
The Context OS for Autonomous AI Agents. Distill terminal noise into pure semantic signal, stop agent hallucinations, and cut token costs by up to 90%.. An open-source mcp server for the AI…
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrati...
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understandin…
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with...
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.. An open-sou…
Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summariz...
Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.
A local Apple Documentation crawler and MCP server. Written in Swift.
A local Apple Documentation crawler and MCP server. Written in Swift.
Claude Code as one-shot MCP server to have an agent in your agent.
Claude Code as one-shot MCP server to have an agent in your agent.
A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.
A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.
MCP server for accessing reMarkable tablet data - sync files, extract text from highlights, and browse your reMarkabl...
MCP server for accessing reMarkable tablet data - sync files, extract text from highlights, and browse your reMarkable cloud
Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. L...
Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.
MCP Server for Burp
MCP Server for Burp
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router...
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.. An open-source mcp server for the AI coding ecosys…
Open-source local-first cognitive memory. AGM-compliant belief revision (49/49 postulates). When a fact changes, down...
Open-source local-first cognitive memory. AGM-compliant belief revision (49/49 postulates). When a fact changes, downstream beliefs are automatically re-evaluated, not just flagged.
Production ready MCP server with real-time search, extract, map & crawl.
Production ready MCP server with real-time search, extract, map & crawl.. An open-source mcp server for the AI coding ecosystem.
Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.
Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autono...
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
openlore provides persistent architectural memory for AI coding agents by turning codebases into queryable knowledge...
openlore provides persistent architectural memory for AI coding agents by turning codebases into queryable knowledge graphs featuring static analysis, living specs, automated drift detectio…
Plane's Official Model Context Protocol Server
Plane's Official Model Context Protocol Server
Rapidly build MCP servers for your Laravel applications.
Rapidly build MCP servers for your Laravel applications.
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include MCP tools, M...
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include MCP tools, MCP prompts, MCP resources, agent mode, multi-server, model switching, st…
A comprehensive MCP server for Gradle.
A comprehensive MCP server for Gradle.
MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural l...
MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
AI Agent Team-拥有24/7专业AI开发团队:产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装,支持中英文命令,大幅提升开发效率!
AI Agent Team-拥有24/7专业AI开发团队:产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装,支持中英文命令,大幅提升开发效率!
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server +...
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
One place to manage & connect to all your MCP servers
One place to manage & connect to all your MCP servers. An open-source mcp server for the AI coding ecosystem.
MCP server to manage Facebook and Instagram Ads (Meta Ads)
MCP server to manage Facebook and Instagram Ads (Meta Ads)
MCP gateway for REST, SOAP/WSDL, GraphQL & SQL — the legacy-friendly API-to-MCP bridge for Claude, ChatGPT, Gemini, C...
MCP gateway for REST, SOAP/WSDL, GraphQL & SQL — the legacy-friendly API-to-MCP bridge for Claude, ChatGPT, Gemini, Copilot, Cursor. OpenAPI/Postman/WSDL import, OAuth2, RBAC, on-prem audit…
MCP/HTTP Telegram Gateway — Multi-tenant, MTProto User API, 8 tools, multi-user Bearer auth, global search, session A...
MCP/HTTP Telegram Gateway — Multi-tenant, MTProto User API, 8 tools, multi-user Bearer auth, global search, session ACL, Docker
The intelligent MCP server for AI-assisted Godot 4 development. 35 tools for spatial intelligence, code understanding...
The intelligent MCP server for AI-assisted Godot 4 development. 35 tools for spatial intelligence, code understanding, flow tracing, and visual debugging.
Multi-agent code review mesh — orchestrates AI agents from multiple providers to review code in parallel, cross-revie...
Multi-agent code review mesh — orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents t…
Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, li...
Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, lighting, and bidirectional project sync.
A highly opinionated, zero-configuration linter and formatter.
A highly opinionated, zero-configuration linter and formatter.. An open-source mcp server for the AI coding ecosystem.
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
Operations substrate for AI agents that use real software: 311 sites/tools, logged-in browsers, desktop apps, local t...
Operations substrate for AI agents that use real software: 311 sites/tools, logged-in browsers, desktop apps, local tools, MCP, policy, evidence, AgentEnvelope v2, and self-repair.
A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets...
A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.
Refines Ruby Simplecov test coverage data as CLI, MCP server, and library
Refines Ruby Simplecov test coverage data as CLI, MCP server, and library
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
MCP server for JADX-AI Plugin
MCP server for JADX-AI Plugin
A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown i...
A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in your Obsidian vault, searches them with SQLite FTS5, and mines past tr…
Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server
Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich...
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.
Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently...
Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% l…
Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connec...
Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.
Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more....
Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain keeps costs 70–85% lower.
Markdown-first Notion MCP server. 42 tools, ~6–7× fewer response tokens vs the official Notion MCP, full round-trip f...
Markdown-first Notion MCP server. 42 tools, ~6–7× fewer response tokens vs the official Notion MCP, full round-trip fidelity
MCP server that bridges clients to a real browser through CDP and a companion extension.
MCP server that bridges clients to a real browser through CDP and a companion extension.
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型(如Claude)提供全面的实时金融数据访问能力,支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其...
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型(如Claude)提供全面的实时金融数据访问能力,支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia...
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across a…
A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashca...
A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally acros...
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any acces…
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI revie...
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, perform…
Local-first knowledge system for LLM agents — sqlite-vec + ONNX embeddings, no cloud/Docker/PyTorch dependency
Local-first knowledge system for LLM agents — sqlite-vec + ONNX embeddings, no cloud/Docker/PyTorch dependency
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative...
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers. An open-source mcp server for the AI coding ecosystem.
AI companion for FIFA World Cup 2026 — 18 tools covering matches, teams, venues, city guides, fan zones, visa info, h...
AI companion for FIFA World Cup 2026 — 18 tools covering matches, teams, venues, city guides, fan zones, visa info, head-to-head records, and more. Works with Claude, ChatGPT, Cursor, and T…
MCP server for Adobe Photoshop automation - Control Photoshop from AI assistants with 50+ tools for design, image edi...
MCP server for Adobe Photoshop automation - Control Photoshop from AI assistants with 50+ tools for design, image editing, and workflow automation
An official Qdrant Model Context Protocol (MCP) server implementation
An official Qdrant Model Context Protocol (MCP) server implementation. An open-source mcp server for the AI coding ecosystem.
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your cloud infra across 16 cloud providers. Sp...
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your cloud infra across 16 cloud providers. Spin up a VM, it shows up. Destroy it, it dims. Plus live tunnel monitorin…
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 co...
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops, exploit chai…
小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
Ready-to-use.claude configuration for Python projects: agents, skills, commands, rules, and MCP server templates for...
Ready-to-use.claude configuration for Python projects: agents, skills, commands, rules, and MCP server templates for Claude Code.
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task or...
Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system
docx LLM translator. Projects.docx to Markdown for editing. Projects edits back to OOXML as tracked changes. Pytho...
docx LLM translator. Projects.docx to Markdown for editing. Projects edits back to OOXML as tracked changes. Python and Node.js implementations.
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agen...
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/r…
Local multi-agent coding orchestrator with 22 pipeline roles, TDD enforcement, SonarQube integration, and automated c...
Local multi-agent coding orchestrator with 22 pipeline roles, TDD enforcement, SonarQube integration, and automated code review. Supports Claude, Codex, Gemini, OpenCode and Aider. MCP serv…
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and kno...
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and ro...
Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a.story/ directory.
聚合精选编程 AI 扩展资源:MCP Servers、Skills、Rules、Prompts,周更索引 + 一键安装。
聚合精选编程 AI 扩展资源:MCP Servers、Skills、Rules、Prompts,周更索引 + 一键安装。
Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen
Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen. An open-source mcp server for the AI coding ecosystem.
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
PDBe MCP Servers integrate Protein Data Bank Europe resources with LLMs via Model Context Protocol. Provides seamless...
PDBe MCP Servers integrate Protein Data Bank Europe resources with LLMs via Model Context Protocol. Provides seamless access to protein structure data through API tools and graph database s…
番茄小说 MCP 服务器 - 为番茄小说提供 Model Context Protocol 服务
番茄小说 MCP 服务器 - 为番茄小说提供 Model Context Protocol 服务
Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.
Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrati...
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Availab...
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration.
MCP server for interacting with Neon Management API and databases
MCP server for interacting with Neon Management API and databases
LeanKG: Stop Burning Tokens. Start Coding Lean.
LeanKG: Stop Burning Tokens. Start Coding Lean.
Open-source MCP server for Altium Designer. 290+ tools for schematic, PCB, library & project automation over a persis...
Open-source MCP server for Altium Designer. 290+ tools for schematic, PCB, library & project automation over a persistent DelphiScript bridge: design review, audits, SVG render, connectivit…
Lightweight MCP server for Spotify
Lightweight MCP server for Spotify
.NET MCP server that gives LLMs real NuGet API metadata to reduce hallucinations
.NET MCP server that gives LLMs real NuGet API metadata to reduce hallucinations
Declarative agent config for Claude Code, Codex, and Cursor: an agent.json manifest for skills, MCP servers, and stac...
Declarative agent config for Claude Code, Codex, and Cursor: an agent.json manifest for skills, MCP servers, and stack profiles, synced to each agent's native config, plus 29 hand-maintaine…
Official Postmark MCP server by ActiveCampaign — 24 tools to send, template, search, and diagnose transactional email...
Official Postmark MCP server by ActiveCampaign — 24 tools to send, template, search, and diagnose transactional email from Claude, Cursor & other AI assistants.
DataForSEO API modelcontextprotocol server
DataForSEO API modelcontextprotocol server
A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes r...
A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific experts, enabling control of applications fro…
TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the pr...
TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.
enola - MCP Architectural Snapshot Server and Knowledge Graph
enola - MCP Architectural Snapshot Server and Knowledge Graph
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it...
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki!
Self-hosted MCP server for your documentation
Self-hosted MCP server for your documentation
GitHub project brave/brave-search-mcp-server
GitHub project brave/brave-search-mcp-server
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
Agent-driven Adobe After Effects automation. MCP server + CEP plugin enabling Codex/Cursor/Claude Code to drive AE th...
Agent-driven Adobe After Effects automation. MCP server + CEP plugin enabling Codex/Cursor/Claude Code to drive AE through 30 ae.* tools.
SmartTune CLI — Multi-platform flight log analysis & tuning advisor (ArduPilot + Betaflight + PX4)
SmartTune CLI — Multi-platform flight log analysis & tuning advisor (ArduPilot + Betaflight + PX4)
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams vi...
MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.. An open-source mcp server for t…
Claude Code & Codex plugin for Simulator.Company — a Go MCP server exposing the platform REST API plus skills for act...
Claude Code & Codex plugin for Simulator.Company — a Go MCP server exposing the platform REST API plus skills for actors, graphs, forms, and financial accounts.
Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag gra...
Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag graph, MCP memory.
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to d...
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observa...
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI …
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Edi...
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, prof…
A MCP (Model Context Protocol) server for interacting with dbt.
A MCP (Model Context Protocol) server for interacting with dbt.
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API...
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more..…
Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Cla...
Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.. An open-source mcp server for the AI codin…
Design intelligence engine for AI coding tools (Claude Code, Cursor, Windsurf). Deterministic anti-AI-slop linter wit...
Design intelligence engine for AI coding tools (Claude Code, Cursor, Windsurf). Deterministic anti-AI-slop linter with 152 rules, 160 brand specs, a 7-axis synthesizer, an MCP server (18 to…
Multi-agent orchestration via MCP. Persistent memory, inter-agent messaging, goal cascade, context budget pruning. On...
Multi-agent orchestration via MCP. Persistent memory, inter-agent messaging, goal cascade, context budget pruning. One binary, zero config.
Create agentic AI workflows in ROBLOX Studio
Create agentic AI workflows in ROBLOX Studio
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf...
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs. An open-source mcp server for the AI coding ecosystem.
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write pr...
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.
ContextCore: An MCP server for Claude (or any AI tool) that enables massive token saving through hybrid search (BM25...
ContextCore: An MCP server for Claude (or any AI tool) that enables massive token saving through hybrid search (BM25 + Embeddings)
97% token reduction for AI coding sessions — zero deps, 31 languages, MCP server
97% token reduction for AI coding sessions — zero deps, 31 languages, MCP server
mori MCP server — A shared memory layer for AI coding agents — one that compounds.
mori MCP server — A shared memory layer for AI coding agents — one that compounds.
Hybrid search over your Obsidian vault – CLI and MCP server
Hybrid search over your Obsidian vault – CLI and MCP server
Unified real-time search engine skill for AI agents.
Unified real-time search engine skill for AI agents.
Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or...
Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP.
GitOps on Autopilot Mode
GitOps on Autopilot Mode
Load-balanced Tavily MCP server with API key pool management
Load-balanced Tavily MCP server with API key pool management
Model Context Protocol (MCP) Server for the Keboola Platform
Model Context Protocol (MCP) Server for the Keboola Platform
GitHub project boltmcp/boltmcp
GitHub project boltmcp/boltmcp
A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
Wanaku MCP Router
Wanaku MCP Router
A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a...
A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and K…
MCP server for Dynatrace Observability
MCP server for Dynatrace Observability
More than a skill manager — manage skills, MCP servers, plugins, hooks, CLIs, configs, memory & rules across every AI...
More than a skill manager — manage skills, MCP servers, plugins, hooks, CLIs, configs, memory & rules across every AI coding agent. Star if you like it!
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGra...
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants. An open-source mcp server for the AI c…
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger,...
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset l…
The most comprehensive open-source MCP server for Bricks Builder — 105 tools for pages, templates, styles, SEO, conte...
The most comprehensive open-source MCP server for Bricks Builder — 105 tools for pages, templates, styles, SEO, content, and more.
Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw...
Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP server for Cursor, Claude Code & Windsurf. Offline, no…
A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP servers, 2,200+ IDE rules (Cursor...
A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP servers, 2,200+ IDE rules (Cursor/Cline), and 30+ system prompt collections. One repo to rule them all.
Your AI agents never start from zero again. Local-first MCP runtime with persistent memory across sessions and tools.
Your AI agents never start from zero again. Local-first MCP runtime with persistent memory across sessions and tools.
Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, auto...
Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI.. An open-source mcp server for the AI c…
NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, tr...
NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Deskt…
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Windsurf,...
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Windsurf, Gemini CLI, GitHub Copilot, Kiro, OpenCode, Antigravity, and Trae.. An …
Reusable components for AI coding agents: skills, subagents, MCP servers, and extensions.
Reusable components for AI coding agents: skills, subagents, MCP servers, and extensions.
Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallucination detection (4.3M+ p...
Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallucination detection (4.3M+ packages), 1000+ vulnerability rules with AST & taint analysis, auto-fix.
Data Pipeline Automation Framework to build MCP servers, data APIs, and data lakes with SQL.
Data Pipeline Automation Framework to build MCP servers, data APIs, and data lakes with SQL.
Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.
Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.
practical patterns for agentic coding: hooks, agents, automation. built from hundreds of claude code sessions
practical patterns for agentic coding: hooks, agents, automation. built from hundreds of claude code sessions
personal AI runtime, local-first. MCP bridge giving Claude Code 170+ tools (LSP, debugger, terminal, git) inside VS C...
personal AI runtime, local-first. MCP bridge giving Claude Code 170+ tools (LSP, debugger, terminal, git) inside VS Code, Cursor, Windsurf, or JetBrains. Optional Patchwork layer adds YAML …
Hugging Face MCP Server
Hugging Face MCP Server
MCP server for Australian and New Zealand legal research. Searches AustLII for case law and legislation, retrieves fu...
MCP server for Australian and New Zealand legal research. Searches AustLII for case law and legislation, retrieves full-text judgements with paragraph numbers preserved, and supports OCR fo…
MaverickMCP - Personal Stock Analysis MCP Server
MaverickMCP - Personal Stock Analysis MCP Server
Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Win...
Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.. An open-source mcp server for the AI coding ecosystem.
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools. An open-source mcp server for the AI coding ecosystem.
GitHub project hostinger/api-mcp-server
GitHub project hostinger/api-mcp-server
Last9 MCP Server
Last9 MCP Server
DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → extension) that builds a persistent know...
DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → extension) that builds a persistent knowledge graph to reason, validate changes, and generate docs.
Ultimate MCP server for Civitai API — search models, browse top images with prompts, download LoRAs/Checkpoints, anal...
Ultimate MCP server for Civitai API — search models, browse top images with prompts, download LoRAs/Checkpoints, analyze trends. Bilingual (EN/RU). Python + FastMCP.
SmartBear's official MCP Server
SmartBear's official MCP Server
Telegram user console client and archiver
Telegram user console client and archiver
Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs...
Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs for agents to discover, inspect, call, and audit real-world tools.
Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor,...
Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, H…
SMTP for AI agents. No middleman.
SMTP for AI agents. No middleman.
Feature-complete MCP server for Huly platform
Feature-complete MCP server for Huly platform
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for...
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.. An open-source mcp serve…
Persistent memory for Claude Code — 41 neuroscience papers, 26 biological mechanisms with paper-bearing per-mechanism...
Persistent memory for Claude Code — 41 neuroscience papers, 26 biological mechanisms with paper-bearing per-mechanism ablation evidence (E1 v3). LongMemEval R@10 98.4% / MRR 0.9124 (n=500).…
Local MCP server that gives AI coding agents persistent, searchable memory of your codebase
Local MCP server that gives AI coding agents persistent, searchable memory of your codebase
Your coding agent is editing blind. agent-lsp gives it type-aware navigation, blast-radius analysis, and pre-verified...
Your coding agent is editing blind. agent-lsp gives it type-aware navigation, blast-radius analysis, and pre-verified edits. 50 tools, 21 skills, 30 languages.
Bible study MCP server with Greek/Hebrew lexicons and Fee & Stuart hermeneutics
Bible study MCP server with Greek/Hebrew lexicons and Fee & Stuart hermeneutics
MCP server for the Rijksmuseum collections with extended metadata, semantic and full-text search, provenance analysis...
MCP server for the Rijksmuseum collections with extended metadata, semantic and full-text search, provenance analysis, similarity comparisons and spatial reasoning.
Official Oxylabs MCP integration
Official Oxylabs MCP integration
The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to...
The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, a...
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
One hub for every AI coding agent. Unified configuration management for 22+ assistants.
One hub for every AI coding agent. Unified configuration management for 22+ assistants.. An open-source mcp server for the AI coding ecosystem.
Obsidian vaults MCP server - read, write, search, and surgically edit notes, tags, and frontmatter via the Local REST...
Obsidian vaults MCP server - read, write, search, and surgically edit notes, tags, and frontmatter via the Local REST API plugin.
CAD/CAE Copilot — an AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-CAE, real build123d/OpenCASC...
CAD/CAE Copilot — an AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-CAE, real build123d/OpenCASCADE geometry, editable parameters, stable topology pointers, determinist…
A SEC EDGAR MCP (Model Context Protocol) Server
A SEC EDGAR MCP (Model Context Protocol) Server
MCP server for interacting with SingleStore Management API and services
MCP server for interacting with SingleStore Management API and services
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server in...
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
Official mailtrap.io MCP server
Official mailtrap.io MCP server
A comprehensive task management system specifically designed for AI assistants. Supports project management, task...
A comprehensive task management system specifically designed for AI assistants. Supports project management, task tracking, team collaboration, and seamless AI integration through MCP (M…
MCP Server to interact with data in Couchbase Clusters
MCP Server to interact with data in Couchbase Clusters
Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Agentic AI orchestration
Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Agentic AI orchestration
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managi...
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, work…
Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.
Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.
Markdown-first Notion API server for AI agents -- 11 composite tools replacing 28+ endpoint calls
Markdown-first Notion API server for AI agents -- 11 composite tools replacing 28+ endpoint calls
【Star-crossed coders unite!】Model Context Protocol (MCP) server implementation providing Google News search capabil...
【Star-crossed coders unite!】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language…
MCP server for build123d to improve AI cognition when creating 3D CAD models
MCP server for build123d to improve AI cognition when creating 3D CAD models
Curated, trusted open catalog of AI agent skills for OpenClaw, Claude Code, Codex, GitHub Copilot, Gemini, Cursor, MC...
Curated, trusted open catalog of AI agent skills for OpenClaw, Claude Code, Codex, GitHub Copilot, Gemini, Cursor, MCP, LangChain, and more. Browse, install, and verify reusable agent workf…
Give AI agents a safe, self-hosted OWASP ZAP operator for guided web security scans, findings, reports, and productio...
Give AI agents a safe, self-hosted OWASP ZAP operator for guided web security scans, findings, reports, and production guardrails.
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs,...
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must pr…
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that...
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-pr…
Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform. It provides a set o...
Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform. It provides a set of tools that interact with Yunxiao's API, allowing AI assistants to mana…
AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards for Teams, Outlook, Copilo...
AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards for Teams, Outlook, Copilot, ChatGPT. npm: adaptive-cards-mcp
Bilig WorkPaper: headless spreadsheet formula engine and MCP server for Node agents: complete spreadsheet work autono...
Bilig WorkPaper: headless spreadsheet formula engine and MCP server for Node agents: complete spreadsheet work autonomously
An advanced MCP server for Home Assistant. Batteries included.
An advanced MCP server for Home Assistant. Batteries included.
IMAP and SMTP via MCP Server
IMAP and SMTP via MCP Server
Production-ready MCP server for Redmine with security, pagination, and enterprise features
Production-ready MCP server for Redmine with security, pagination, and enterprise features
Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies requests, injects credentials auto...
Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies requests, injects credentials automatically, punches through NAT to reach localhost services, and wraps RE…
Personal portfolio built with Next.js 16 (App Router, RSC-first), React 19, TypeScript, and Tailwind v4. Features a s...
Personal portfolio built with Next.js 16 (App Router, RSC-first), React 19, TypeScript, and Tailwind v4. Features a streaming AI endpoint (Anthropic Haiku via Vercel AI Gateway), Upstash Re…
MCP server for AWS infrastructure analysis — Lambda, DynamoDB, SQS, PostgreSQL, MongoDB, EventBridge & more. Works wi...
MCP server for AWS infrastructure analysis — Lambda, DynamoDB, SQS, PostgreSQL, MongoDB, EventBridge & more. Works with Claude Code, Cursor, and GitHub Copilot.
MCP server that intercepts and optimizes prompts in Claude Code + Cursor
MCP server that intercepts and optimizes prompts in Claude Code + Cursor
Moor is a local MCP control plane for Mac. It gives every coding agent one safe, observable, configurable gateway to...
Moor is a local MCP control plane for Mac. It gives every coding agent one safe, observable, configurable gateway to your MCP servers.
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. M...
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation contex...
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.
arXiv MCP Server Client enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with featur...
arXiv MCP Server Client enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.
AI Agent skills to access structured datasets for startup founders
AI Agent skills to access structured datasets for startup founders
Persistent, correction-driven memory for AI agents. Cross-session, cross-platform (Claude Code, Codex, Gemini — any M...
Persistent, correction-driven memory for AI agents. Cross-session, cross-platform (Claude Code, Codex, Gemini — any MCP client). Learns from mistakes, compresses context to save tokens, con…
Umbrella package for SciTeX — reproducible science from raw data to manuscript
Umbrella package for SciTeX — reproducible science from raw data to manuscript
Offline security scanner for AI-agent repos, skills, plugins, and MCP servers.
Offline security scanner for AI-agent repos, skills, plugins, and MCP servers.
338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, execution, strategy frameworks, GTM, Jira/...
338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, execution, strategy frameworks, GTM, Jira/Linear/Notion). Plus engineering, marketing, C-level (CAIO/CDO/CCO/GC/VP…
Open-source distroless harness coding agent in Go. Has embedded WebUI. Works with any IDE via ACP and with OpenAI cli...
Open-source distroless harness coding agent in Go. Has embedded WebUI. Works with any IDE via ACP and with OpenAI clients via OpenAI-compatible REST API. Supports any OpenAI-compatible prov…
MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side explo...
MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.
All-in-one agent harness for OpenAI Codex CLI — Boss meta-orchestrator, 400+ agents, 200+ skills, 3 MCP servers. Inst...
All-in-one agent harness for OpenAI Codex CLI — Boss meta-orchestrator, 400+ agents, 200+ skills, 3 MCP servers. Install once, get every specialist ready.
Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust...
Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.
Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API.
Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API.
cmux MCP server — 25 tools for terminal agent lifecycle management. Spawn, monitor, and orchestrate Claude, Codex, Cu...
cmux MCP server — 25 tools for terminal agent lifecycle management. Spawn, monitor, and orchestrate Claude, Codex, Cursor, Gemini, Kiro agents. Thinking-state detection, chunked input, layo…
Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotcha...
Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified…
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces
Tendem MCP server
Tendem MCP server
MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants
MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants
RimBridgeServer runs an MCP server inside RimWorld so AI agents and external tools can remotely control and observe a...
RimBridgeServer runs an MCP server inside RimWorld so AI agents and external tools can remotely control and observe a running game.
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto trading agent
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto trading agent
AI can draw UI directly on the Figma canvas via JavaScript, and read existing designs back as structured data. Works...
AI can draw UI directly on the Figma canvas via JavaScript, and read existing designs back as structured data. Works with Claude Code, Cursor, VS Code, and Windsurf. No API KEY required.. A…
Local Apple developer documentation corpus — CLI, MCP server, and static site generator. 10 sources, tiered search, o...
Local Apple developer documentation corpus — CLI, MCP server, and static site generator. 10 sources, tiered search, offline-first.
AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for...
AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.
Open-source HCM system for managing HR processes with AI agents. Full data ownership, MCP/A2A-native, no vendor lock-in.
Open-source HCM system for managing HR processes with AI agents. Full data ownership, MCP/A2A-native, no vendor lock-in.
Project management for the agentic engineering era.
Project management for the agentic engineering era.
本项目为xiaozhi-esp32提供后端服务 | A Powerful AI agent IoT platform core.
本项目为xiaozhi-esp32提供后端服务 | A Powerful AI agent IoT platform core.
基于 SSH 的 MCP 服务 。已被MCP官方收录 。 SSH MCP Server. It has been included in the community MCP repository.
基于 SSH 的 MCP 服务 。已被MCP官方收录 。 SSH MCP Server. It has been included in the community MCP repository.
FastMCP server for automating WeChat Mini Program developer tooling
FastMCP server for automating WeChat Mini Program developer tooling
A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based automation and natural-lan...
A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based automation and natural-language interaction
MCP server for 1C:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero...
MCP server for 1C:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 9 tools.
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex ·...
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.
Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts,...
Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.
Home Assistant MCP Server
Home Assistant MCP Server
BrowserStack's Official MCP Server
BrowserStack's Official MCP Server
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via t...
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster.
Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, install helpers, and a built-...
Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, install helpers, and a built-in AI assistant.. An open-source mcp server for the AI coding ecosystem.
An implementation of Model Context Protocol (MCP) server for Argo CD.
An implementation of Model Context Protocol (MCP) server for Argo CD.
Shared workspace for AI agents and human developers. See, audit, and review every change AI makes to your codebase. M...
Shared workspace for AI agents and human developers. See, audit, and review every change AI makes to your codebase. Multi-language graph (Python/TypeScript), MCP-native, local-first.
eBPF agent and MCP server for GPU causal observability
eBPF agent and MCP server for GPU causal observability
VS Code extension and MCP server for Airtable, formula editor, schema tools, and 60+ automation utilities for bases,...
VS Code extension and MCP server for Airtable, formula editor, schema tools, and 60+ automation utilities for bases, views, and fields.
Rust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime. 25 tools —...
Rust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime. 25 tools — 18 universal + 7 BSL-specific. Tree-sitter AST for 10 languages. Federa…
Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.
Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.
The open source, no-code MCP Server for AI-Native API Access
The open source, no-code MCP Server for AI-Native API Access
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.. An open-source mcp server for the AI coding ecosystem.
Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage,...
Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
The autonomous discovery engine for AI coding tools. Indexes skills, plugins, MCP servers, agents, and integrations a...
The autonomous discovery engine for AI coding tools. Indexes skills, plugins, MCP servers, agents, and integrations across Claude Code, Codex, Gemini CLI, and more.
The EMBL-EBI Ontology Lookup Service (OLS)
The EMBL-EBI Ontology Lookup Service (OLS)
`Agents Remember` is a Drift-aware repository memory for coding agents in complex codebases. Captures what code can't...
`Agents Remember` is a Drift-aware repository memory for coding agents in complex codebases. Captures what code can't say on its own! Retrieves memory by path, semantic search, and relation…
Apache ECharts MCP Server
Apache ECharts MCP Server
A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills from a single endpoint.
A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills from a single endpoint.
Drive x64dbg with your AI. MCP server: 23 mega-tools / 153 endpoints for breakpoints, memory, disasm, tracing, anti-d...
Drive x64dbg with your AI. MCP server: 23 mega-tools / 153 endpoints for breakpoints, memory, disasm, tracing, anti-debug & PE dumping. Claude/Cursor/Windsurf/Cline. All local.
mcp & skill scanner that scans any mcp server or skills for indirect attack vectors and security or configuration vul...
mcp & skill scanner that scans any mcp server or skills for indirect attack vectors and security or configuration vulnerabilities
Yuque AI Ecosystem — MCP Server, Skills & Plugin for Yuque (语雀)
Yuque AI Ecosystem — MCP Server, Skills & Plugin for Yuque (语雀)
A lightweight, modular Java application framework for web and CLI development, designed for AI integration an...
A lightweight, modular Java application framework for web and CLI development, designed for AI integration and plugin-based architecture. Enabling developers to create robus…
MCP server for Australian and New Zealand legal research. Searches AustLII for case law and legislation, retrieves fu...
MCP server for Australian and New Zealand legal research. Searches AustLII for case law and legislation, retrieves full-text judgements with paragraph numbers preserved, and supports OCR fo…
pgEdge MCP Server. A PostgreSQL MCP server with a Natural Language Agent CLI and Web UI.
pgEdge MCP Server. A PostgreSQL MCP server with a Natural Language Agent CLI and Web UI.
GitHub project jenkinsci/mcp-server-plugin
GitHub project jenkinsci/mcp-server-plugin
Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.
Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.
Coding Agent 的团队治理层:让全队的 Agent 遵守同一套持续进化的规则,全程可追溯
Coding Agent 的团队治理层:让全队的 Agent 遵守同一套持续进化的规则,全程可追溯
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI....
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
Lumen — learner-owned AI education platform. Tell the AI what you want to learn: it builds you a private course in ~a...
Lumen — learner-owned AI education platform. Tell the AI what you want to learn: it builds you a private course in ~a minute, tutors you with course-scoped RAG + citations, and lets you sha…
Infobip Remote MCP Servers Documentation
Infobip Remote MCP Servers Documentation
One command. Every AI app. Install and configure MCP servers across 19 applications - from Claude Desktop to VS Code...
One command. Every AI app. Install and configure MCP servers across 19 applications - from Claude Desktop to VS Code to Cursor. 3k+ servers ready, with automatic config generation for JSON,…
Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Goog...
Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google search via SerpBase and Serper, multi-engine search aggregation, stru…
Structurizr is a "models as code" tool designed for the C4 model.
Structurizr is a "models as code" tool designed for the C4 model.
MCP Server to previewing mermaid diagrams with live reload
MCP Server to previewing mermaid diagrams with live reload
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audi...
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
Alpha Vantage MCP Server
Alpha Vantage MCP Server
Yuque MCP Server - Model Context Protocol server for Yuque API
Yuque MCP Server - Model Context Protocol server for Yuque API
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。
Neo4j official MCP Server
Neo4j official MCP Server
mcp server for boondmanager
mcp server for boondmanager
A secure, production-ready Model Context Protocol (MCP) server that empowers AI assistants to manage remote infrastru...
A secure, production-ready Model Context Protocol (MCP) server that empowers AI assistants to manage remote infrastructure via SSH.
杀戮尖塔2的MOD,将杀戮尖塔2的游戏状态与操作暴露为本地 HTTP API 包装成 MCP Server,供支持 MCP 的AI客户端直接调用
杀戮尖塔2的MOD,将杀戮尖塔2的游戏状态与操作暴露为本地 HTTP API 包装成 MCP Server,供支持 MCP 的AI客户端直接调用
MCP server wrapping 米醋 gpt-image-2 / gpt-image-2-pro proxy. One-click install for Claude Code / Codex / Cursor.
MCP server wrapping 米醋 gpt-image-2 / gpt-image-2-pro proxy. One-click install for Claude Code / Codex / Cursor.
A comprehensive Burp Suite Professional extension providing MCP server functionality for AI-powered security testing...
A comprehensive Burp Suite Professional extension providing MCP server functionality for AI-powered security testing with AI Agents
Headless Binary Ninja MCP server — giving AI agents deep reverse-engineering capabilities via 180 tools.
Headless Binary Ninja MCP server — giving AI agents deep reverse-engineering capabilities via 180 tools.
Claude powered advisor system for option traders
Claude powered advisor system for option traders
Streamline 1C:Enterprise 8.3 development with AI-powered tools, skills, and templates supporting Claude Code and C...
Streamline 1C:Enterprise 8.3 development with AI-powered tools, skills, and templates supporting Claude Code and Cursor IDE.
MCP Server for multi-AI collaboration. Zero-config, local-first. Real-time meetings, project registry & hot failover....
MCP Server for multi-AI collaboration. Zero-config, local-first. Real-time meetings, project registry & hot failover. Works with Claude, Cursor, VS Code, Zed, Antigravity IDE.
Fill standard legal agreement templates and produce signable DOCX files.
Fill standard legal agreement templates and produce signable DOCX files.
通用数据库 MCP 连接器:支持 MySQL、PostgreSQL、Oracle、MongoDB 等 17 种数据库,支持 Claude Desktop、Cursor、Windsurf、VS Code、ChatGPT 等 50+ 平台...
通用数据库 MCP 连接器:支持 MySQL、PostgreSQL、Oracle、MongoDB 等 17 种数据库,支持 Claude Desktop、Cursor、Windsurf、VS Code、ChatGPT 等 50+ 平台,用自然语言查询和分析数据. An open-source mcp server for the AI coding ecosystem.
Docker MCP server connecting Claude Desktop/LibreChat/LobeChat to Actual Budget for natural-language budgeting, trans...
Docker MCP server connecting Claude Desktop/LibreChat/LobeChat to Actual Budget for natural-language budgeting, transaction management, and financial insights.
Self-hosted kanban & project management with shareable boards, voice commands, sticky-notes and MCP support
Self-hosted kanban & project management with shareable boards, voice commands, sticky-notes and MCP support
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Wi...
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.
Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integra...
Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Skills, and …
The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.
The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.
gemini antigravity 2.0 cli google terminal ai agent tool agy migration guide mcp server plugin slash commands gemini...
gemini antigravity 2.0 cli google terminal ai agent tool agy migration guide mcp server plugin slash commands gemini 3.5 flash coding agent tool free. An open-source mcp server for the AI c…
Interactive Brokers MCP Server
Interactive Brokers MCP Server
Comprehensive configuration management for AI coding tools - Replicate my complete setup for Claude Code, OpenCode, A...
Comprehensive configuration management for AI coding tools - Replicate my complete setup for Claude Code, OpenCode, Amp, Codex and Claude Code Switch with custom configurations, MCP servers…
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open source, local semantic search. Works fo...
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully co…
data-intelligence-mcp-server is a centralized Model Context Protocol (MCP) server that provides a unified gateway for...
data-intelligence-mcp-server is a centralized Model Context Protocol (MCP) server that provides a unified gateway for exposing and managing MCP tools across microservices in the Watsonx Dat…
MCP server for Home Assistant — 292 tools across 27 domains: entities, automations, dashboards, energy, voice, HACS,...
MCP server for Home Assistant — 292 tools across 27 domains: entities, automations, dashboards, energy, voice, HACS, Supervisor, Card Builder (with embedded block schema), BM25 tool search,…
MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails via natu...
MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails via natural language
MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, tem...
MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and…
Self-hosted MCP server for AI coding assistants. Persistent knowledge base with 45 tools, 12 skills, institutional me...
Self-hosted MCP server for AI coding assistants. Persistent knowledge base with 45 tools, 12 skills, institutional memory.
The testing standard for MCP servers. Lint (14 rules), test, and fuzz over real stdio/SSE/HTTP transport. 18 assertio...
The testing standard for MCP servers. Lint (14 rules), test, and fuzz over real stdio/SSE/HTTP transport. 18 assertion types in YAML. Found 4,794 schema issues across 55 servers. Any langua…
IMAP/SMTP email server for AI agents -- 7 composite tools with multi-account and auto-discovery
IMAP/SMTP email server for AI agents -- 7 composite tools with multi-account and auto-discovery
MCP server plugin for x64dbg debugger - enables AI agents and external tools to control debugging via JSON-RPC 2.0 ov...
MCP server plugin for x64dbg debugger - enables AI agents and external tools to control debugging via JSON-RPC 2.0 over HTTP/SSE;Develop with cursor/windsurf
bhived is an MCP server that gives AI agents shared memory, skills, and tool discovery. install once, works in Clau...
bhived is an MCP server that gives AI agents shared memory, skills, and tool discovery. install once, works in Claude Code, Cursor, and 15+ other agents.
Create MCP servers directly in your Nuxt application. Define tools, resources, and prompts with a simple and intuitiv...
Create MCP servers directly in your Nuxt application. Define tools, resources, and prompts with a simple and intuitive API.
MCP server for AI-assisted development of CAP applications
MCP server for AI-assisted development of CAP applications
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-confi...
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: AI Gateway (LiteLLM) LLM Serving (vLLM, SGL…
Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages - in seconds.
Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages - in seconds.
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.
A modular MCP server that provides commonly used developer tools for AI coding agents
A modular MCP server that provides commonly used developer tools for AI coding agents
MCP Server for Odoo
MCP Server for Odoo
Open-source browser automation MCP server. Control your real Chrome from any AI agent.
Open-source browser automation MCP server. Control your real Chrome from any AI agent.
Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP ser...
Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
The first SSH client built for AI agents. Let Claude Code, Codex, and other CLI agents manage your servers through MC...
The first SSH client built for AI agents. Let Claude Code, Codex, and other CLI agents manage your servers through MCP skills. Beautiful UI, native performance.. An open-source mcp server f…
Kilo Marketplace - A curated collection of Skills, MCP Servers, and Modes for enhancing AI agent capabilities across...
Kilo Marketplace - A curated collection of Skills, MCP Servers, and Modes for enhancing AI agent capabilities across the Kilo ecosystem—including Kilo Code (VS Code extension), Kilo CLI, an…
All-in-one agent harness for Claude Code — Boss meta-orchestrator, 200+ agents, 200+ skills, 87 rules, 3 MCP servers,...
All-in-one agent harness for Claude Code — Boss meta-orchestrator, 200+ agents, 200+ skills, 87 rules, 3 MCP servers, 7 hooks. One plugin install.
Local-first CLI portfolio tracker for overseas investors, with built-in MCP server for Claude
Local-first CLI portfolio tracker for overseas investors, with built-in MCP server for Claude
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universa...
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delp…
x64DbgMCPServer made from c# with Claude, Windsurf and Cursor support
x64DbgMCPServer made from c# with Claude, Windsurf and Cursor support. An open-source mcp server for the AI coding ecosystem.
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent mess...
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.
MCP Server for integrating with Splunk Enterprise
MCP Server for integrating with Splunk Enterprise
A bilingual map of AI engineering evolution, real-world AI usage patterns, and vibe coding best practices.
A bilingual map of AI engineering evolution, real-world AI usage patterns, and vibe coding best practices.. An open-source mcp server for the AI coding ecosystem.
MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, ent...
MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, enter text, scroll, and take screenshots.
3dsMax MCP server
3dsMax MCP server
A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing...
A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.
A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize pla...
Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with cha…
This MCP server provides tools for listing and retrieving content from different knowledge bases.
This MCP server provides tools for listing and retrieving content from different knowledge bases.
Wwise-MCP is a Model Context Protocol (MCP) server that enables large language models (LLMs) to interact with the Wwi...
Wwise-MCP is a Model Context Protocol (MCP) server that enables large language models (LLMs) to interact with the Wwise Authoring application. It exposes a set of tools built on a custom Py…
The only MCP server that edits Word documents while they're open — 114 tools, live editing, tracked changes, per-acti...
The only MCP server that edits Word documents while they're open — 114 tools, live editing, tracked changes, per-action undo
Context Engineering: Building Consistent, Accurate, Predictable AI Systems
Context Engineering: Building Consistent, Accurate, Predictable AI Systems
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.
Search, archive, and recall your AI conversations. ChatGPT, Claude, Gemini, Grok, Kimi. Local-first, MIT licensed.
Search, archive, and recall your AI conversations. ChatGPT, Claude, Gemini, Grok, Kimi. Local-first, MIT licensed.
Lightweight Long-Term Memory for LLM Agents.
Lightweight Long-Term Memory for LLM Agents.
macOS Calendar & Reminders MCP server with 29 tools — Native Swift EventKit integration for Claude. Attendees/organiz...
macOS Calendar & Reminders MCP server with 29 tools — Native Swift EventKit integration for Claude. Attendees/organizer, per-event timezone, undo/redo, --cli mode, --setup TCC, --self-updat…
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated co...
Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. …
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
HeyClaude (formerly Claude Pro Directory) is a searchable collection of pre-built AI skills, agents, MCP servers, gui...
HeyClaude (formerly Claude Pro Directory) is a searchable collection of pre-built AI skills, agents, MCP servers, guides, hooks, statuslines, and other custom configs, designed to enhance C…
Eclipse IDE as an MCP Server for AI Agents
Eclipse IDE as an MCP Server for AI Agents
This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI codi...
This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.. An open-source mcp server for…
An MCP server for parallel browser automation by AI agents with multiple cloud providers
An MCP server for parallel browser automation by AI agents with multiple cloud providers
A Claude skill that automatically posts personalized, authentic comments in your target communities.
A Claude skill that automatically posts personalized, authentic comments in your target communities.. An open-source mcp server for the AI coding ecosystem.
MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive
MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive
Multi-agent shared brain across Claude Code/Desktop, Codex, Gemini, Copilot, VS Code. Cross-session memory, self-impr...
Multi-agent shared brain across Claude Code/Desktop, Codex, Gemini, Copilot, VS Code. Cross-session memory, self-improving skill loops, inter-agent signaling — one local MCP server.
MCP server for on-premises Azure DevOps Server (TFS) with TFVC support - shelvesets, changesets, Work Items, Git, Pip...
MCP server for on-premises Azure DevOps Server (TFS) with TFVC support - shelvesets, changesets, Work Items, Git, Pipelines, Test Plans, Wiki for AI assistants.
Runtime visibility for Python MCP servers. Captures tool calls, session lifecycle, module imports (SHA-256), and subp...
Runtime visibility for Python MCP servers. Captures tool calls, session lifecycle, module imports (SHA-256), and subprocess execution as structured NDJSON. No code changes.
Lets agents create sessions, split panes, run commands, and capture output with TMUX.
Lets agents create sessions, split panes, run commands, and capture output with TMUX.
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code executio...
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source,…
Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, private and local storage. Age...
Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, private and local storage. Agent ready.
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.
GitHub project nulab/backlog-mcp-server
GitHub project nulab/backlog-mcp-server
Automate the full pentest process with six Claude Code skills covering recon, exploit chains, and bug bounty report g...
Automate the full pentest process with six Claude Code skills covering recon, exploit chains, and bug bounty report generation from any domain.
Manage Your Kubernetes Cluster with k8s mcp-server
Manage Your Kubernetes Cluster with k8s mcp-server
MCP tool management and workflow proxy
MCP tool management and workflow proxy
The world's best PowerPoint MCP server - Real-time PowerPoint control via COM automation
The world's best PowerPoint MCP server - Real-time PowerPoint control via COM automation
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failu...
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integratio…
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code,...
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.. An open-source mcp server for the AI coding ecosystem.
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger,...
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset l…
The Express.js for MCP Servers. Type-safe tools · Presenters that control what the LLM sees · Built-in PII redaction...
The Express.js for MCP Servers. Type-safe tools · Presenters that control what the LLM sees · Built-in PII redaction · Deploy once — every AI assistant connects.
Cross-language-safe code-intelligence MCP for AI agents — 13 languages, family-gated call graph (CodeGraph wires 745...
Cross-language-safe code-intelligence MCP for AI agents — 13 languages, family-gated call graph (CodeGraph wires 745 cross-language mis-wires on this repo, TSA 6 — ~390x cleaner). Run miswi…
MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathemati...
MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.. An open-source mcp server for the…
MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural l...
MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.
Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Ca...
A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files i…
The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts....
The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor…
A generic mcp server fuzzer
A generic mcp server fuzzer
A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing...
A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance…
Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf,...
Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5…
This is the official repo for the Harness MCP server
This is the official repo for the Harness MCP server
Talk to your LINE Official Account through AI. 27 tools for broadcasts, audiences, rich menus, Flex messages, coupons...
Talk to your LINE Official Account through AI. 27 tools for broadcasts, audiences, rich menus, Flex messages, coupons & insights — works with Claude Cowork, Claude Code, Cursor, and any MCP…
Solid Tumor Associative Modeling in Pathology
Solid Tumor Associative Modeling in Pathology
Research Knowledge Agent — MCP server + REST API + React dashboard for AI-assisted research orchestration
Research Knowledge Agent — MCP server + REST API + React dashboard for AI-assisted research orchestration
MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format p...
MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.
Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
Turn Claude Code and OpenClaw into a powerful design assistant with local ComfyUI, API integration, and a large pr...
Turn Claude Code and OpenClaw into a powerful design assistant with local ComfyUI, API integration, and a large pro prompt library.
Better App Store Connect
Better App Store Connect
Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session...
Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory
MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, Gemini CLI, Windsurf, Zed, TRAE, Kiro,...
MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, Gemini CLI, Windsurf, Zed, TRAE, Kiro, JetBrains & more. 8500+ servers, 4400+ skills.
Connect your AI to your APIs on Postman
Connect your AI to your APIs on Postman
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contacts, media, favorites, transfers, red p...
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contacts, media, favorites, transfers, red packets, Moments and full-text search from local WeChat 4.x data.
Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.
Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Co...
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
A powerful plugin for Claude Cowork Desktop, designed specifically for Swiss legal professionals. 20 agents, 14 skil...
A powerful plugin for Claude Cowork Desktop, designed specifically for Swiss legal professionals. 20 agents, 14 skills, and 9 MCP servers — automate research, draft documents, and navigate…
MCP server to connect to whoop API
MCP server to connect to whoop API
MCP server for ReportPortal
MCP server for ReportPortal
Tailscale MCP server for managing your tailnet from AI assistants
Tailscale MCP server for managing your tailnet from AI assistants
MCP server for Caido proxy integration. Enables AI assistants like Claude Code to browse, analyse, and interact with...
MCP server for Caido proxy integration. Enables AI assistants like Claude Code to browse, analyse, and interact with HTTP traffic.
This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, Lan...
This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and s…
Metasploit for AI agents: scan, attack, and fix AI agents and MCP servers. Open source security toolkit.
Metasploit for AI agents: scan, attack, and fix AI agents and MCP servers. Open source security toolkit.
local-first background AI daemon for Logseq OG. Turns your notes into an agentic workspace with autonomous indexing,...
local-first background AI daemon for Logseq OG. Turns your notes into an agentic workspace with autonomous indexing, zero data leaks, and an optional MCP server. Inspired by Andrej Karpathy…
MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime v...
MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime visibility in one local workspace.
The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.
The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
Tools to allow LLM clients to interact with Linux systems remotely
Tools to allow LLM clients to interact with Linux systems remotely
ProxyGateLLM — The Biggest Free Multi-LLM Hub. OpenAI/Anthropic-compatible API with 13+ free providers, round-robin f...
ProxyGateLLM — The Biggest Free Multi-LLM Hub. OpenAI/Anthropic-compatible API with 13+ free providers, round-robin failover, streaming, MCP server, auto-routing, PWA dashboard, and AI agen…
MCP Server that wraps mitmproxy and exposes it as a tool to any MCP client, allows your AI agents to inspect traffic,...
MCP Server that wraps mitmproxy and exposes it as a tool to any MCP client, allows your AI agents to inspect traffic, filter traffic, intercept & modify traffic, request reply, set global h…
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading...
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.
Fragment-Based Memory MCP Server — AI 중장기 기억 시스템
Fragment-Based Memory MCP Server — AI 중장기 기억 시스템
MCP server for X (Twitter) that enables AI assistants to post tweets, upload images, and search Twitter using natural...
MCP server for X (Twitter) that enables AI assistants to post tweets, upload images, and search Twitter using natural language via the Twitter API.
MCP server for Google Tag Manager
MCP server for Google Tag Manager
AiDX-native Rust codebase navigation. AST-aware. CLI + library + MCP server.
AiDX-native Rust codebase navigation. AST-aware. CLI + library + MCP server.
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/...
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/Atom feeds, JSON REST API, historical archive with market context, embed…
Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go binary. Auto HTTPS, built-in caching, PHP/...
Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go binary. Auto HTTPS, built-in caching, PHP/FastCGI, reverse proxy, load balancing, WAF, web dashboard, and MCP serv…
An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.
An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.
Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree-sitter AST chunking, fully...
Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree-sitter AST chunking, fully offline. For OpenCode, Claude Code, Cursor, and any MCP client.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perfor...
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-accoun...
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
ArcKit Enterprise Architecture Toolkit - Codex CLI Extension with skills, agents, and MCP servers
ArcKit Enterprise Architecture Toolkit - Codex CLI Extension with skills, agents, and MCP servers
Starter kit for agentic WordPress development. CLAUDE.md/AGENTS.md templates, the wordpress-development skill, curate...
Starter kit for agentic WordPress development. CLAUDE.md/AGENTS.md templates, the wordpress-development skill, curated MCP servers, sub-agents, hooks. Companion to WordCamp Portugal 2026.
Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Gemini · Antigr...
Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Gemini · Antigravity · OpenCode · OpenClaw · Hermes · MCP-native and plugins · Hybrid s…
爱发电爬虫(afdian.com)
爱发电爬虫(afdian.com)
rUvOS — the agentic operating system. A single static Rust binary that runs as an MCP server, giving Claude Code pers...
rUvOS — the agentic operating system. A single static Rust binary that runs as an MCP server, giving Claude Code persistent memory, resumable signed sessions, multi-agent orchestration, a k…
esa.io の公式 MCP(Model Context Protocol)サーバー(STDIO Transport版)
esa.io の公式 MCP(Model Context Protocol)サーバー(STDIO Transport版)
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
Knowledge compiler — turns scattered links, files, and bookmarks into a living wiki that compounds with every new sou...
Knowledge compiler — turns scattered links, files, and bookmarks into a living wiki that compounds with every new source.
Auto-sync Git worktrees with remote branches. Includes an MCP server so Claude Code, Cursor & other AI agents can ins...
Auto-sync Git worktrees with remote branches. Includes an MCP server so Claude Code, Cursor & other AI agents can inspect and manage worktrees.
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provide...
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
The password manager for terminal users and AI agents. Age-encrypted, keyring-cached, MCP-ready. Zero telemetry.
The password manager for terminal users and AI agents. Age-encrypted, keyring-cached, MCP-ready. Zero telemetry.
A SentinelOne AI SOC analyst built as Claude Skills, 3 MCP servers (PowerQuery, SDL, Mgmt Console, UAM, Hyperautomati...
A SentinelOne AI SOC analyst built as Claude Skills, 3 MCP servers (PowerQuery, SDL, Mgmt Console, UAM, Hyperautomation), and a Principal SOC Analyst persona. Threat hunting, alert triage, …
An MCP server who knows a development process and helps vibing the structured way
An MCP server who knows a development process and helps vibing the structured way
MCP Server to search and retrieve SAP Notes
MCP Server to search and retrieve SAP Notes
Metoro MCP Server
Metoro MCP Server
MCP Server for Unity with help for creating VRChat worlds
MCP Server for Unity with help for creating VRChat worlds
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
mcp server for AI to understand osrs
mcp server for AI to understand osrs
Debug-only in-app MCP server for iOS/macOS/Android/Flutter/ReactNative. Gives LLM agents Playwright-like control over...
Debug-only in-app MCP server for iOS/macOS/Android/Flutter/ReactNative. Gives LLM agents Playwright-like control over native apps — UI, state, navigation, and diagnostics over the local net…
Docker Compose for AI workflows. Define AI agents, RAG pipelines, MCP servers, and multi-LLM apps in a single YAML fi...
Docker Compose for AI workflows. Define AI agents, RAG pipelines, MCP servers, and multi-LLM apps in a single YAML file — a lightweight alternative to LangChain.
enola - MCP Architectural Snapshot Server and Knowledge Graph
enola - MCP Architectural Snapshot Server and Knowledge Graph
System audio capture + multi-provider ASR + local-first AI review workspace. Floating live captions, 12 ASR backends,...
System audio capture + multi-provider ASR + local-first AI review workspace. Floating live captions, 12 ASR backends, 60+ languages, AI summary/chat/mindmap, Open API, MCP server, and Agent…
Professional MCP server for converting 29+ file formats to Markdown - Perfect for Claude Desktop and AI workflows!
Professional MCP server for converting 29+ file formats to Markdown - Perfect for Claude Desktop and AI workflows!
MCP server for controlling OriginLab Origin Pro via COM automation — enables AI assistants to create worksheets, plot...
MCP server for controlling OriginLab Origin Pro via COM automation — enables AI assistants to create worksheets, plot graphs, style figures, and run curve fitting
MCP server for the Joplin note taking app
MCP server for the Joplin note taking app
Unify multiple MCP Servers & Skills into a single gateway — with proxy forwarding, authentication, and a management A...
Unify multiple MCP Servers & Skills into a single gateway — with proxy forwarding, authentication, and a management API. Typical use: expose local stdio servers as remote MCP endpoints, the…
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debu...
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
AI-first learning platform with a tutor grounded in the course itself, multi-modal authoring, and verifiable credenti...
AI-first learning platform with a tutor grounded in the course itself, multi-modal authoring, and verifiable credentials — FastAPI + Next.js, Groq Llama 3.3 70B, MCP server, golden eval sui…
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser thr...
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
AI Constraint Engine — enforces CLAUDE.md,.cursorrules, AGENTS.md rules as laws. 51 MCP tools, 991 tests. Official M...
AI Constraint Engine — enforces CLAUDE.md,.cursorrules, AGENTS.md rules as laws. 51 MCP tools, 991 tests. Official MCP Registry. npx speclock protect
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others. An open-source mcp server for the AI coding ecosystem.
Claude Code plugin for EODHD financial data — 150k+ tickers, 70+ exchanges, OAuth MCP server with 80 tools, 7 workflo...
Claude Code plugin for EODHD financial data — 150k+ tickers, 70+ exchanges, OAuth MCP server with 80 tools, 7 workflow skills, financial-analyst agent, 5 slash commands. MIT.
Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and...
Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0
MCP Server for SigNoz
MCP Server for SigNoz
ČSFD API in JavaScript. Amazing NPM library for scrapping csfd.cz. Now with MCP server
ČSFD API in JavaScript. Amazing NPM library for scrapping csfd.cz. Now with MCP server
Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, and Gemini CLI. Headless-fi...
Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, and Gemini CLI. Headless-first. Cites, doesn't guess.
MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.
MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reind...
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
Real-time monitoring of production AI agents. No raw content transmitted.
Real-time monitoring of production AI agents. No raw content transmitted.
GitHub project adrian-d-hidalgo/nestjs-mcp-server
GitHub project adrian-d-hidalgo/nestjs-mcp-server
MCP server for Google PageSpeed Insights API that enables web page performance analysis directly through Claude.
MCP server for Google PageSpeed Insights API that enables web page performance analysis directly through Claude.
MCP server connecting AI agents to ITASCA PFC — run DEM simulations through natural conversation
MCP server connecting AI agents to ITASCA PFC — run DEM simulations through natural conversation
Unofficial OpenEvidence MCP server with cookies.json auth, Claude/Codex/Gemini install helpers, BibTeX citation expor...
Unofficial OpenEvidence MCP server with cookies.json auth, Claude/Codex/Gemini install helpers, BibTeX citation export, and Crossref validation.
MCP server for Git with local Ollama — zero tokens for git operations
MCP server for Git with local Ollama — zero tokens for git operations
Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- to...
Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows, Linux, Claude App etc
Rails Engine with MCP compliant Spec.
Rails Engine with MCP compliant Spec.
Open-source MCP server over a git-backed Obsidian vault. Single-user, self-host. Six tools, hybrid search, provenance...
Open-source MCP server over a git-backed Obsidian vault. Single-user, self-host. Six tools, hybrid search, provenance/blame, auto-link discovery.
Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP
Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP
Self hosted secure gateway for AI agents. One token. Full control. Complete audit trail.
Self hosted secure gateway for AI agents. One token. Full control. Complete audit trail.
Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher, vector search, 14 graph algorithms. 7...
Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher, vector search, 14 graph algorithms. 74M nodes / 1B edges on a single machine.
MCP server + REST API for the P2PCLAW decentralized AI research network. Lets agents publish papers, vote on the memp...
MCP server + REST API for the P2PCLAW decentralized AI research network. Lets agents publish papers, vote on the mempool, and join the swarm. Powers www.p2pclaw.com.
MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gem...
MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gemini (Nano Banana 2 & Pro), with optional OpenAI GPT Image support.
Database MCP server for MySQL, MariaDB, PostgreSQL, and SQLite - with builtin PII redaction and write-prevention
Database MCP server for MySQL, MariaDB, PostgreSQL, and SQLite - with builtin PII redaction and write-prevention
An MCP (Model Context Protocol) layer that exposes sktime’s native registry and semantics to an LLM
An MCP (Model Context Protocol) layer that exposes sktime’s native registry and semantics to an LLM
MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines
MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines
MCP server for App Store Connect API — 208 tools for managing apps, builds, TestFlight, subscriptions, and more from...
MCP server for App Store Connect API — 208 tools for managing apps, builds, TestFlight, subscriptions, and more from Claude, Cursor, VS Code, or any MCP client
An interactive disassembler for the CPU 6502, focused mostly on Commodore 8-bit computers. Features a TUI with modern...
An interactive disassembler for the CPU 6502, focused mostly on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, arrows, keyboard-driven, mcp server, VI…
The AI-native technical SEO crawler. Open-source MCP server for Claude / Cursor / Codex — 37 tools, 50+ checks, unlim...
The AI-native technical SEO crawler. Open-source MCP server for Claude / Cursor / Codex — 37 tools, 50+ checks, unlimited pages, WAF detection, ephemeral by design. Built on LibreCrawl. MIT.
A Robot Framework MCP Server
A Robot Framework MCP Server
Quickly reads webpages and converts to markdown for fast, token efficient web scraping
Quickly reads webpages and converts to markdown for fast, token efficient web scraping
Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/dea...
Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions required…
MCP servers for the Atlassian products (Bitbucket, Confluence, JIRA) of the Data Center version
MCP servers for the Atlassian products (Bitbucket, Confluence, JIRA) of the Data Center version
Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual...
Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Works with C…
OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeli...
OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.
MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discove...
MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML…
Agent skills for WordPress — works in Claude Code, Codex, Antigravity, Cursor, and any agent supporting Skills + MCP....
Agent skills for WordPress — works in Claude Code, Codex, Antigravity, Cursor, and any agent supporting Skills + MCP. Audit, optimize, fix, and migrate WordPress sites.
UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to maximize AI efficiency within limited co...
UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to maximize AI efficiency within limited context windows by prioritizing precision in UI structure, animations, and…
Headless Ghidra MCP server — giving AI agents deep reverse-engineering capabilities.
Headless Ghidra MCP server — giving AI agents deep reverse-engineering capabilities.
This package provides seamless integration with Claude Code, allowing you to run AI-powered coding sessions directly...
This package provides seamless integration with Claude Code, allowing you to run AI-powered coding sessions directly in your Emacs environment.
A fully functional and production-grade reverse engineering MCP Server
A fully functional and production-grade reverse engineering MCP Server
Scholarly MCP server for the Holy Quran with 5 classical tafsirs and word-level linguistic analysis — sponsored by Ta...
Scholarly MCP server for the Holy Quran with 5 classical tafsirs and word-level linguistic analysis — sponsored by Tafsir Center for Quranic Studies
MCP server that lets Claude Code and other AI agents read large PDFs without hitting context limits. Chunked reading,...
MCP server that lets Claude Code and other AI agents read large PDFs without hitting context limits. Chunked reading, hybrid search, OCR, table and image extraction, SQLite cache.
One scan for AI risk. opena2a review checks an AI project across credentials, shadow agents, MCP servers, and depende...
One scan for AI risk. opena2a review checks an AI project across credentials, shadow agents, MCP servers, and dependencies, returns a score, and routes each finding to the tool that fixes i…
CLI for Tana integration - query, create, sync, and manage Tana workspaces with semantic search and MCP Server
CLI for Tana integration - query, create, sync, and manage Tana workspaces with semantic search and MCP Server
INFATON MCP Server — 35 tools for 1C:Enterprise ERP via Model Context Protocol (JSON-RPC 2.0). Digital twins, AI agen...
INFATON MCP Server — 35 tools for 1C:Enterprise ERP via Model Context Protocol (JSON-RPC 2.0). Digital twins, AI agents, BSL.
Native macOS app for managing and monitoring Docker — local and over SSH. Agent-ready: built-in MCP server and App In...
Native macOS app for managing and monitoring Docker — local and over SSH. Agent-ready: built-in MCP server and App Intents. Free and open source.
Security-first platform for AI agents. 38 specialized agents, 15 AI-powered extensions, zero-knowledge multi-agent or...
Security-first platform for AI agents. 38 specialized agents, 15 AI-powered extensions, zero-knowledge multi-agent orchestration. SENTINEL WAF, Ed25519 auth, 2.6M grounding facts.
Open source local MCP server providing AI assistants with comprehensive access to eBay's Sell APIs. Includes 325 tool...
Open source local MCP server providing AI assistants with comprehensive access to eBay's Sell APIs. Includes 325 tools for inventory management, order fulfillment, marketing campaigns, anal…
DoiT official MCP Server
DoiT official MCP Server
Persistent local memory layer for AI. Glia uses a Chrome extension and a native MCP server to sync context and decisi...
Persistent local memory layer for AI. Glia uses a Chrome extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) straight to your…
ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol
ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol
Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Cop...
Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Copilot, OpenRouter), custom skills, and MCP servers.
A powerful Model Context Protocol (MCP) server for IMAP email integration with Claude
A powerful Model Context Protocol (MCP) server for IMAP email integration with Claude
AI Travel Agent — Google Flights + Hotels from your terminal. 43 MCP tools, trip optimization, airport lounges, trave...
AI Travel Agent — Google Flights + Hotels from your terminal. 43 MCP tools, trip optimization, airport lounges, travel hacks. Free, no API keys, single Go binary.
Official CLI client for Retyc with MCP server
Official CLI client for Retyc with MCP server
Local-native Context Engine MCP server for codebase indexing, semantic retrieval, planning, and review workflows.
Local-native Context Engine MCP server for codebase indexing, semantic retrieval, planning, and review workflows.
MCP server that enables AI agents to perform comprehensive web audits using Google Lighthouse with 13+ tools for perf...
MCP server that enables AI agents to perform comprehensive web audits using Google Lighthouse with 13+ tools for performance, accessibility, SEO, and security analysis.
Manage MCP server configs across AI coding clients
Manage MCP server configs across AI coding clients
Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).
Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).
AI agent toolkit (skills+MCP server) for Lightning Network payments. Run nodes, pay for APIs (L402), host paid endpoi...
AI agent toolkit (skills+MCP server) for Lightning Network payments. Run nodes, pay for APIs (L402), host paid endpoints, and manage credentials.
Local task-state ledger for AI coding agents. Preserve decisions, source conclusions, evidence, and checkpoints acros...
Local task-state ledger for AI coding agents. Preserve decisions, source conclusions, evidence, and checkpoints across Codex, Claude Code, Cursor, and other MCP clients.
A command-line tool to extract and document MCP (Model Context Protocol) server capabilities, tools, resources, and p...
A command-line tool to extract and document MCP (Model Context Protocol) server capabilities, tools, resources, and prompts in various formats.
Open-source AI study companion — Google Classroom sync, Gemini AI plans, SRS flashcards, GPA predictor, AI quiz, MCP...
Open-source AI study companion — Google Classroom sync, Gemini AI plans, SRS flashcards, GPA predictor, AI quiz, MCP server for Claude Code. Try demo at shiori-v1.vercel.app
Manage your homelab from chat. Single binary, zero dependencies.
Manage your homelab from chat. Single binary, zero dependencies.
The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models follow...
The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextu…
Simplify your research workflow with Claude Scholar, the complete configuration for Claude Code in data science, A...
Simplify your research workflow with Claude Scholar, the complete configuration for Claude Code in data science, AI, and academic writing.
Asta MCP skill — give Claude Code/Codex/Cursor/Windsurf/OpenClaw access to Semantic Scholar via Ai2 Asta MCP server
Asta MCP skill — give Claude Code/Codex/Cursor/Windsurf/OpenClaw access to Semantic Scholar via Ai2 Asta MCP server
FastMCP 3.1 MCP server for controlling Inkscape svg editor. Includes Webapp
FastMCP 3.1 MCP server for controlling Inkscape svg editor. Includes Webapp
Run local AI models, search your files and code, and crawl the web, all in one program. Cited answers, local-first, w...
Run local AI models, search your files and code, and crawl the web, all in one program. Cited answers, local-first, with an MCP server for your coding agent. TUI, CLI, REST API, and Python …
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95%...
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP …
CTX - Context Runtime Engine for Coding Agents
CTX - Context Runtime Engine for Coding Agents
Qt C++ library for working with AI/LLM Providers and MCP
Qt C++ library for working with AI/LLM Providers and MCP
玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次,你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多 Agent 互通 · 自动代码审查 · 零配置
玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次,你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多 Agent 互通 · 自动代码审查 · 零配置
MCP server to index external repositories
MCP server to index external repositories
Persistent Project Context for xAI Grok — IANA-registered.faf format · MCP server on a URL
Persistent Project Context for xAI Grok — IANA-registered.faf format · MCP server on a URL
A security-first MCP server empowering AI agents to orchestrate Ghidra, Radare2, and YARA for automated reverse engin...
A security-first MCP server empowering AI agents to orchestrate Ghidra, Radare2, and YARA for automated reverse engineering.
Grant the AI octopus access to a portion of your desktop
Grant the AI octopus access to a portion of your desktop
Official documentation for Taskade — build apps, deploy AI agents & automate workflows on the AI-native platform. RES...
Official documentation for Taskade — build apps, deploy AI agents & automate workflows on the AI-native platform. REST & Action APIs, MCP server, Genesis. Source for docs.taskade.com — typo…
Official Miro AI developer tools and integrations. Includes MCP server configuration, Claude Code skills, and resourc...
Official Miro AI developer tools and integrations. Includes MCP server configuration, Claude Code skills, and resources for building AI-powered experiences with Miro boards.
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
Open-source tax skills for AI — 371 skills across 134 countries. Upload to any LLM or connect via MCP. Quality-tiered...
Open-source tax skills for AI — 371 skills across 134 countries. Upload to any LLM or connect via MCP. Quality-tiered Q1–Q5.
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text — no LLM...
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text — no LLM needed). MCP server for AI agents with 500x fewer tokens. Extract, obse…
Autonomous SWE agent working in the cloud! (a.k.a. Vibe coding with Bedrock)
Autonomous SWE agent working in the cloud! (a.k.a. Vibe coding with Bedrock). An open-source mcp server for the AI coding ecosystem.
Not another AI reviewing AI. Rust-powered code scanner that actually reads your codebase — zero extra tokens consu...
Not another AI reviewing AI. Rust-powered code scanner that actually reads your codebase — zero extra tokens consumed. 29 MCP tools: security vulns, dead code, health checks, save point…
MCP server that can execute commands such as keyboard input and mouse movement on macOS
MCP server that can execute commands such as keyboard input and mouse movement on macOS
vs-punk: ADT to MCP bridge - Vibe code in ABAP / AMDP
vs-punk: ADT to MCP bridge - Vibe code in ABAP / AMDP. An open-source mcp server for the AI coding ecosystem.
MCP server for Migros Switzerland product data - search products, nutrition info, store locations, and promotions
MCP server for Migros Switzerland product data - search products, nutrition info, store locations, and promotions
AI identity layer for Claude Code, Codex and Cursor — stores who you are, not just what you did. Local-first, MCP-com...
AI identity layer for Claude Code, Codex and Cursor — stores who you are, not just what you did. Local-first, MCP-compatible.
An MCP server that leverages official UniFi API
An MCP server that leverages official UniFi API
MCP server for reading, manipulating, and exporting Adobe Illustrator design data
MCP server for reading, manipulating, and exporting Adobe Illustrator design data
Modern experiment tracking that follows you across servers, messengers, and LLMs.
Modern experiment tracking that follows you across servers, messengers, and LLMs.
Web app for teams of 20+ members. In-built connections to major LLMs via API. Share chats, prompts, and agents in tea...
Web app for teams of 20+ members. In-built connections to major LLMs via API. Share chats, prompts, and agents in team or private folders. Modern, fully responsive stack (Next.js, Node.js).…
Creating MCP server for EPLAN 2026 and EEC PRO
Creating MCP server for EPLAN 2026 and EEC PRO
PubNub MCP Model Context Protocol Server for use in Cursor, Windsurf, Claude Desktop, Claude Code and OpenAI Codex an...
PubNub MCP Model Context Protocol Server for use in Cursor, Windsurf, Claude Desktop, Claude Code and OpenAI Codex and more!
Android ADB CLI tool including integrated MCP Server with common adb actions used during development
Android ADB CLI tool including integrated MCP Server with common adb actions used during development
Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, co...
Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.. An open-source mcp server for the AI coding ecos…
一款轻量级、可扩展的、跨平台的、专为医疗信息化设计的电子病历编辑器内核,为EMR(电子病历系统)提供专业的结构化病历编辑与AI接入解决方案。
一款轻量级、可扩展的、跨平台的、专为医疗信息化设计的电子病历编辑器内核,为EMR(电子病历系统)提供专业的结构化病历编辑与AI接入解决方案。
MCP Server with tools from Neo4j GDS(Graph Data Science) library.
MCP Server with tools from Neo4j GDS(Graph Data Science) library.
Opendata.cat MCP Server - Servidor MCP (Model Context Protocol) per interactuar amb les dades obertes públiques de di...
Opendata.cat MCP Server - Servidor MCP (Model Context Protocol) per interactuar amb les dades obertes públiques de diferents organismes Catalunya. Creat per Opendata.cat
MCP server that lets Claude Code agents delegate tasks to agents in other project directories
MCP server that lets Claude Code agents delegate tasks to agents in other project directories
An MCP server and Next.js web app for querying S&P 500 company data from Supabase, with tools for company info, news,...
An MCP server and Next.js web app for querying S&P 500 company data from Supabase, with tools for company info, news, officers, and SEC filings, plus embedded MCP App UI resources, Elicitat…
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI tool — safely through workspaces.
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI tool — safely through workspaces.
MCP server for org-mode and org-roam knowledge base management
MCP server for org-mode and org-roam knowledge base management
Model Context Protocol (MCP) server for AI-powered Fastly CDN management.
Model Context Protocol (MCP) server for AI-powered Fastly CDN management.
Playwright-style MCP server for Windows desktop, system, and browser automation. 59 tools for WPF, WinForms, Win32, C...
Playwright-style MCP server for Windows desktop, system, and browser automation. 59 tools for WPF, WinForms, Win32, Chrome/Edge via Model Context Protocol.
Universal MCP Server for AI Agent Roles, Skills & Cognitive Implants
Universal MCP Server for AI Agent Roles, Skills & Cognitive Implants
Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — describe what you want in plain English.
Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — describe what you want in plain English.
Mobile runtime detection workbench for AI (iOS and Android)
Mobile runtime detection workbench for AI (iOS and Android)
Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pages, sessions for Claude Code, Cursor,...
Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pages, sessions for Claude Code, Cursor, Codex, and any MCP client.
MCP server for the Rocq prover
MCP server for the Rocq prover
An MCP Server that enables AI assistants to interact with your local browsers.
An MCP Server that enables AI assistants to interact with your local browsers.
An MCP server that provides RimWorld source code search and retrieval capabilities.
An MCP server that provides RimWorld source code search and retrieval capabilities.
AI-powered development tools. 19 agents, 22 commands, 30 skills, 1 hook, 1 MCP server for code review, research, desi...
AI-powered development tools. 19 agents, 22 commands, 30 skills, 1 hook, 1 MCP server for code review, research, design, and workflow automation.
MCP Server
MCP Server
Ask Codex, Gemini/Antigravity, Grok (xAI), and 300+ more models through OpenRouter including Qwen, Kimi, DeepSeek for...
Ask Codex, Gemini/Antigravity, Grok (xAI), and 300+ more models through OpenRouter including Qwen, Kimi, DeepSeek for second opinions or arbiter-mediated consensus inside Claude Code.
All-in-one local AI hub for Obsidian — LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption,...
All-in-one local AI hub for Obsidian — LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.
Powertools for AWS's official MCP Server
Powertools for AWS's official MCP Server
MCP Server to manage a Wordpress CMS system.
MCP Server to manage a Wordpress CMS system.
MCP Server with TMDB
MCP Server with TMDB
A Model Context Protocol (MCP) server for Apple's App Store Connect API
A Model Context Protocol (MCP) server for Apple's App Store Connect API
Provider-agnostic AI orchestration for VS Code. Intelligent workspace analysis, Code Execution MCP server, and projec...
Provider-agnostic AI orchestration for VS Code. Intelligent workspace analysis, Code Execution MCP server, and project-adaptive multi-agent workflows — all natively integrated into VS Code.
The best-benchmarked open-source memory system for AI coding assistants
The best-benchmarked open-source memory system for AI coding assistants
A standalone MCP server that enables AI coding agents to create, manage, and interact with Quarkus applications. It r...
A standalone MCP server that enables AI coding agents to create, manage, and interact with Quarkus applications. It runs as a separate process that survives app crashes, giving agents the a…
A minimal GTK4 Markdown note-taking app.
A minimal GTK4 Markdown note-taking app.
Project Management for the agent era
Project Management for the agent era
Open-source Semantic Sidecar for AI, analytics, and governed data systems. Compiles declarative YAML models into opti...
Open-source Semantic Sidecar for AI, analytics, and governed data systems. Compiles declarative YAML models into optimized SQL, semantic context, KPIs, and DQ rules.
One.agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Curs...
One.agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
Glyphs app mcp server
Glyphs app mcp server
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
【Every star you give feeds a hungry developer's motivation!】A Model Context Protocol (MCP) server implementation th...
【Every star you give feeds a hungry developer's motivation!】A Model Context Protocol (MCP) server implementation that provides Google Jobs search capabilities via SerpAPI integration. Fea…
MCP Server and Kali API Server- With Claude Desktop Integ
MCP Server and Kali API Server- With Claude Desktop Integ
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, cont...
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-co…
45.9% fewer tokens · 54.3% fewer exploration loops · 42.1% fewer tool interactions · 100% Local
45.9% fewer tokens · 54.3% fewer exploration loops · 42.1% fewer tool interactions · 100% Local
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Use with Claude Code, VS Code. npm: hana...
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Use with Claude Code, VS Code. npm: hana-mcp-server
AI-powered bookkeeping and tax filing automation via MCP for entrepreneurs at the heart of the European economy
AI-powered bookkeeping and tax filing automation via MCP for entrepreneurs at the heart of the European economy
把这些记住,帮我早点下班
把这些记住,帮我早点下班
Local LLM router. One endpoint for Claude Max/Pro, OpenAI, OpenRouter, Groq, Ollama, LiteLLM, any OpenAI-compat URL —...
Local LLM router. One endpoint for Claude Max/Pro, OpenAI, OpenRouter, Groq, Ollama, LiteLLM, any OpenAI-compat URL — your tools don't need to change. OAuth for Claude subscriptions, multi-…
MCP server for persistent Julia sessions — fast iteration without startup/compilation overhead
MCP server for persistent Julia sessions — fast iteration without startup/compilation overhead
Cortex AI: #1 AI Trading Bot for Crypto, Forex & Stocks. Automated Arbitrage Engine v3.4. Works on Solana, TON, Bi...
Cortex AI: #1 AI Trading Bot for Crypto, Forex & Stocks. Automated Arbitrage Engine v3.4. Works on Solana, TON, Binance & Bybit. Best Free Crypto Trading Bot 2026.
MCP-Insomnia is an MCP server for creating and managing Insomnia-compatible API collections, requests, and environments.
MCP-Insomnia is an MCP server for creating and managing Insomnia-compatible API collections, requests, and environments.
An MCP server for OSV
An MCP server for OSV
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SOP + 5-step micro + 23 Skills + 8 MCP s...
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SOP + 5-step micro + 23 Skills + 8 MCP servers · Apache 2.0
Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware...
Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure.
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-CAE, real build123d/OpenCASCADE geometry, editabl...
AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-CAE, real build123d/OpenCASCADE geometry, editable parameters, stable topology pointers, deterministic critique, and MCP …
Sysdig MCP Server
Sysdig MCP Server
The first MCP (Model Context Protocol) server for NetLogo, enabling AI assistants like Claude to create, run, and ana...
The first MCP (Model Context Protocol) server for NetLogo, enabling AI assistants like Claude to create, run, and analyze agent-based models through natural conversation.
MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/projects/,...
MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/projects/, expose 10 MCP tools, browse via web UI. MIT-licensed.
MCP server for Indian APIs — GSTIN, IFSC, PAN, UPI, pincode, HSN/SAC. Zero auth. Offline-first. For AI agents.
MCP server for Indian APIs — GSTIN, IFSC, PAN, UPI, pincode, HSN/SAC. Zero auth. Offline-first. For AI agents.
High-performance coding agent toolkit MCP server — IDE-grade code intelligence for LLMs
High-performance coding agent toolkit MCP server — IDE-grade code intelligence for LLMs
MCP server and CLI tool for interacting with the Internet Archive's Wayback Machine
MCP server and CLI tool for interacting with the Internet Archive's Wayback Machine
MCP-сервер для получения и анализа метаданных 1С:Предприятие 8
MCP-сервер для получения и анализа метаданных 1С:Предприятие 8
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contacts, media, favorites, transfers, red p...
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contacts, media, favorites, transfers, red packets, Moments and full-text search from local WeChat 4.x data.
This is the Revolut MCP server
This is the Revolut MCP server
Marketing skills for Claude Code — SEO audits and implementation, ad analysis, ad optimization. Free skills need no a...
Marketing skills for Claude Code — SEO audits and implementation, ad analysis, ad optimization. Free skills need no account. $9/mo for live Search Console, Bing & LinkedIn data.. An open-so…
MCP server for the Loreto skill generation API
MCP server for the Loreto skill generation API
VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.
VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.
Talk to your OmniFocus tasks. An OmniFocus MCP server that lets AI assistants query your tasks, projects, and tags us...
Talk to your OmniFocus tasks. An OmniFocus MCP server that lets AI assistants query your tasks, projects, and tags using natural language—no more clicking through endless lists.
Local granola-ai-mcp-server
Local granola-ai-mcp-server
provides AI-powered PostgreSQL performance tuning capabilities.
provides AI-powered PostgreSQL performance tuning capabilities.
阿里云 MCP Server 是一个强大的云服务集成平台,通过 Model Context Protocol (MCP) 为 AI 应用提供阿里云服务的无缝集成能力。该平台支持数万个阿里云 OpenAPI,让开发者能够轻松地将阿里云的...
阿里云 MCP Server 是一个强大的云服务集成平台,通过 Model Context Protocol (MCP) 为 AI 应用提供阿里云服务的无缝集成能力。该平台支持数万个阿里云 OpenAPI,让开发者能够轻松地将阿里云的各种服务能力集成到 AI 工作流中。
AGNTCY Identity Service serves as the central hub for managing and verifying digital identities for your Agentic Serv...
AGNTCY Identity Service serves as the central hub for managing and verifying digital identities for your Agentic Services.
FastMCP server providing advanced OCR capabilities with current state-of-the-art models (DeepSeek-OCR, Florence-2, DO...
FastMCP server providing advanced OCR capabilities with current state-of-the-art models (DeepSeek-OCR, Florence-2, DOTS.OCR, PP-OCRv5, Qwen-Image-Layered decomposition), WIA scanner control…
Roslyn-based MCP server providing semantic code intelligence for.NET codebases — type hierarchies, call sites, DI re...
Roslyn-based MCP server providing semantic code intelligence for.NET codebases — type hierarchies, call sites, DI registrations, and reflection usage for Claude Code
AI-native static site generator — MCP server, Claude Code integration, sub-second Rust builds
AI-native static site generator — MCP server, Claude Code integration, sub-second Rust builds
Universal memory runtime for AI agents
Universal memory runtime for AI agents
A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users,...
A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users, and organizations.
Model Context Protocol server that enables AI agents to discover, create, and execute complex, multi-step workflows d...
Model Context Protocol server that enables AI agents to discover, create, and execute complex, multi-step workflows defined in simple YAML files. Allow your AI agents to better organize the…
RootCause is a local-first MCP server that turns natural-language requests into evidence-backed incident analysis, Ku...
RootCause is a local-first MCP server that turns natural-language requests into evidence-backed incident analysis, Kubernetes diagnostics, and safer operations.
Build WordPress sites with your AI
Build WordPress sites with your AI
MCP server for Git with local Ollama — zero tokens for git operations
MCP server for Git with local Ollama — zero tokens for git operations
MCP server for Brazilian public procurement data (PNCP + Receita Federal). Maintained by Licinexus.
MCP server for Brazilian public procurement data (PNCP + Receita Federal). Maintained by Licinexus.
Zowe MCP Server
Zowe MCP Server
Rust MCP server for Grok web search and Tavily-backed source retrieval
Rust MCP server for Grok web search and Tavily-backed source retrieval
Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked
Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked
FastMCP 3.2 server and webapp wrapping the World Labs Marble API — generate navigable 3D worlds from text, images, a...
FastMCP 3.2 server and webapp wrapping the World Labs Marble API — generate navigable 3D worlds from text, images, and video
Fastn MCP server — give AI agents governed, audited access to integrations and tools across your customers' systems o...
Fastn MCP server — give AI agents governed, audited access to integrations and tools across your customers' systems of record.
CLI and MCP server for Fastmail — email, contacts, masked email, attachments, text extraction. JMAP + CardDAV + GraphQL.
CLI and MCP server for Fastmail — email, contacts, masked email, attachments, text extraction. JMAP + CardDAV + GraphQL.
Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open s...
Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.
Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RD...
Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.
Emacs Lisp implementation of the Model Context Protocol
Emacs Lisp implementation of the Model Context Protocol
Helps AI assistants access text content from bot-protected websites. MCP server that fetches HTML/markdown from sites...
Helps AI assistants access text content from bot-protected websites. MCP server that fetches HTML/markdown from sites with anti-automation measures using Scrapling.
MCP server for the Red Hat Offline Knowledge Portal (OKP)
MCP server for the Red Hat Offline Knowledge Portal (OKP)
MCP server for multi-session Claude Code coordination via Temporal
MCP server for multi-session Claude Code coordination via Temporal
Local‑first MCP server for multi‑repository semantic code search with Qdrant and Ollama. Turns your entire workspace...
Local‑first MCP server for multi‑repository semantic code search with Qdrant and Ollama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, C…
Triptych OS (Agent OS) integrations for deployed agents: execute-first tools, Micro ECF exports, x402 calls, receipts...
Triptych OS (Agent OS) integrations for deployed agents: execute-first tools, Micro ECF exports, x402 calls, receipts, and Base USDC settlement.. An open-source mcp server for the AI coding…
Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation.
Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation.
AI-native MCP server connecting Claude, Cursor, Windsurf, and other AI assistants to TestRail — manage test cases, ru...
AI-native MCP server connecting Claude, Cursor, Windsurf, and other AI assistants to TestRail — manage test cases, runs, and results through natural-language conversation, with typed schema…
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code executio...
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source,…
MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants
MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants
MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MC...
MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extract, and s…
A remote MCP server for personal nutrition tracking — log meals, track macros, and review nutrition history through c...
A remote MCP server for personal nutrition tracking — log meals, track macros, and review nutrition history through conversation.
A lightweight Model Context Protocol (MCP) server for Stata. Execute commands, inspect data, retrieve stored results...
A lightweight Model Context Protocol (MCP) server for Stata. Execute commands, inspect data, retrieve stored results (r()/e()), and view graphs in your chat interface. Built for economists …
Download MeteoSwiss Open Government Data — weather stations, radar, hail, forecasts and climate series — via Python A...
Download MeteoSwiss Open Government Data — weather stations, radar, hail, forecasts and climate series — via Python API, CLI, or MCP server, as DataFrames or Parquet files
The best PTT MCP server
The best PTT MCP server
MCP Memory Server
MCP Memory Server
智能数据库代码生成工具基于MCP架构,支持MySQL等多种数据库,自动生成Entity、DAO、Service及Controller等完整分层代码,大幅提升开发效率。依托MCP协议,具备强大扩展与集成能力,可智能推断表关系与业务语义。...
智能数据库代码生成工具基于MCP架构,支持MySQL等多种数据库,自动生成Entity、DAO、Service及Controller等完整分层代码,大幅提升开发效率。依托MCP协议,具备强大扩展与集成能力,可智能推断表关系与业务语义。集成Mustache、MapStruct和Lombok,实现跨语言生成、高效映射和代码简化,并提供依赖自动管理,保障项目稳定。
闲鱼 CLI · 原生支持 MCP · 为 AI Agent 而生 | Goofish (Xianyu) automation CLI · MCP-ready · Built for AI Agents
闲鱼 CLI · 原生支持 MCP · 为 AI Agent 而生 | Goofish (Xianyu) automation CLI · MCP-ready · Built for AI Agents
Tool for creating, maintaining and operating Kubernetes clusters with ease.
Tool for creating, maintaining and operating Kubernetes clusters with ease.
BountyLens MCP server — connect Claude Code to your Hunter Tracker
BountyLens MCP server — connect Claude Code to your Hunter Tracker
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencode-mcp with Claude Desktop, Claude Code...
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencode-mcp with Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP client.
MDN's prototype MCP server
MDN's prototype MCP server
A negative-constraint memory layer for AI agents
A negative-constraint memory layer for AI agents
Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes, and syncs skills, subagents, commands...
Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes, and syncs skills, subagents, commands, and configuration between multiple CLIs.
Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization
Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization
Persistent memory system for Claude Code — hybrid search (FTS5 + vector), message bus, task queue. Works as MCP serve...
Persistent memory system for Claude Code — hybrid search (FTS5 + vector), message bus, task queue. Works as MCP server (stdio + HTTP).
Turn every AI agent session into company intelligence. Nex silently unifies every AI agent conversation with your em...
Turn every AI agent session into company intelligence. Nex silently unifies every AI agent conversation with your email, Slack, CRM, and 100+ tools into one knowledge graph. The more your …
MCP server for external memory layer for AI agents + more. Download from pypi, and get started
MCP server for external memory layer for AI agents + more. Download from pypi, and get started
MCP server for Mattermost — let Claude, Cursor, and other AI assistants work with channels, messages, and files
MCP server for Mattermost — let Claude, Cursor, and other AI assistants work with channels, messages, and files
AI harness for WordPress site authoring — Divi-native today, WordPress-wide by design. MCP server + WP plugin + Claud...
AI harness for WordPress site authoring — Divi-native today, WordPress-wide by design. MCP server + WP plugin + Claude skills.
MCP server for Midjourney image and video generation via Ace Data Cloud.
MCP server for Midjourney image and video generation via Ace Data Cloud.
Point-n-click vibe coding in your browser! Draw features, improve designs, report bugs.
Point-n-click vibe coding in your browser! Draw features, improve designs, report bugs.. An open-source mcp server for the AI coding ecosystem.
Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co-pilot. Skills included.
Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co-pilot. Skills included.
Your AI remembers your project across sessions and tools. Local-first MCP runtime with persistent memory, shared work...
Your AI remembers your project across sessions and tools. Local-first MCP runtime with persistent memory, shared workflows, and plug-and-play integration.
多 Agent,一行命令。Run a multi-agent network with Claude / GPT / MiniMax — one npm install.
多 Agent,一行命令。Run a multi-agent network with Claude / GPT / MiniMax — one npm install.
A Kubernetes operator that provides a declarative API to deploy, manage, and safely roll out MCP Servers, handling th...
A Kubernetes operator that provides a declarative API to deploy, manage, and safely roll out MCP Servers, handling their full lifecycle with production-grade automation and ecosystem integr…
MCP server for spatial transcriptomics analysis through natural language interfaces.
MCP server for spatial transcriptomics analysis through natural language interfaces.
Local-first markdown notes with a first-class MCP server. 16 tools + 2 resources for Claude Code, Claude Desktop, Cur...
Local-first markdown notes with a first-class MCP server. 16 tools + 2 resources for Claude Code, Claude Desktop, Cursor and any MCP agent. Per-folder permissions, semantic RAG via LanceDB,…
DevKit (TXC) CLI and MCP Server for automation of Power Platform developer workflows
DevKit (TXC) CLI and MCP Server for automation of Power Platform developer workflows
Accord Project Agreement Protocol. Agreement Runtime and MCP Server
Accord Project Agreement Protocol. Agreement Runtime and MCP Server
Interactive real-time debugging and testing for.NET APIs, SignalR hubs, and gRPC services in.NET, plus an MCP serve...
Interactive real-time debugging and testing for.NET APIs, SignalR hubs, and gRPC services in.NET, plus an MCP server for AI-hosted invocation workflows, delivered as a suite of NuGet pack…
Python boilerplate for creating AI agents, MCP servers, API microservices and monolith services. All in one!
Python boilerplate for creating AI agents, MCP servers, API microservices and monolith services. All in one!
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track research trends, and map col...
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track research trends, and map collaboration networks
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management....
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management. Each agent runs on a distinct provider — OpenAI-compatible APIs, Claude…
Code-indexer MCP server for AI agents — 97% fewer tokens per lookup. Supports 13 languages, semantic search, call gra...
Code-indexer MCP server for AI agents — 97% fewer tokens per lookup. Supports 13 languages, semantic search, call graph, and cross-repo search.
A curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. Th...
A curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the repetitive parts of development like architectura…
MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, and LinkedIn Ads. Manage 300+ ad operations from Claude, ChatGP...
MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, and LinkedIn Ads. Manage 300+ ad operations from Claude, ChatGPT, Gemini, Cursor, or any AI client. Human-in-the-loop on every write.
X/Twitter MCP server
X/Twitter MCP server
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants...
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and ma...
Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and main-thread hotspots
AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iO...
AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).
Starter template for APEX. Contains custom Copilot agents, Azure Pricing MCP server, and an orchestrated multi-step w...
Starter template for APEX. Contains custom Copilot agents, Azure Pricing MCP server, and an orchestrated multi-step workflow. Auto-syncs from the main repository.
Local-first beat library for music producers. MCP server (Claude Code / Claude Desktop) for AI-driven cataloging, tag...
Local-first beat library for music producers. MCP server (Claude Code / Claude Desktop) for AI-driven cataloging, tagging, and multi-platform publishing.
Pool and route Codex accounts behind one Gateway
Pool and route Codex accounts behind one Gateway
ScapeGraph MCP Server
ScapeGraph MCP Server
Discover, govern and control access to MCP servers and agent skills across your organization
Discover, govern and control access to MCP servers and agent skills across your organization
X (formerly Twitter) data platform skill for AI coding agents. 111 REST API endpoints, 2 MCP tools, 23 extraction typ...
X (formerly Twitter) data platform skill for AI coding agents. 111 REST API endpoints, 2 MCP tools, 23 extraction types, HMAC webhooks. Reads from $0.00015/call - 33x cheaper than the offic…
Intelligent MCP server bridging Claude AI with Dash (macOS documentation browser). Transforms local Dash docsets i...
Intelligent MCP server bridging Claude AI with Dash (macOS documentation browser). Transforms local Dash docsets into context-aware documentation assistant with fuzzy search, project det…
Perplexity AI MCP without API key
Perplexity AI MCP without API key. An open-source mcp server for the AI coding ecosystem.
MCP server for agentic AI-assisted development in SAP BW/4HANA
MCP server for agentic AI-assisted development in SAP BW/4HANA
Lossless-first prompt compression for JSON, YAML, CSV, and Markdown. Library, CLI, MCP server, desktop app, and brows...
Lossless-first prompt compression for JSON, YAML, CSV, and Markdown. Library, CLI, MCP server, desktop app, and browser extension.
Algorand Local Model Context Protocol (Server & Client)
Algorand Local Model Context Protocol (Server & Client)
Create and explore Mermaid diagrams in collaboration with AI agents (TUI + MCP Server)
Create and explore Mermaid diagrams in collaboration with AI agents (TUI + MCP Server)
All-in-One AI CLI Management Platform for Claude Code, Codex & Gemini - Provider switching, MCP servers, Skills, Prom...
All-in-One AI CLI Management Platform for Claude Code, Codex & Gemini - Provider switching, MCP servers, Skills, Prompts management. Now with Web UI for headless/SSH environments.
MCP server for Helm package manager
MCP server for Helm package manager
A WordPress MCP server that provides 190+ tools for complete WordPress site management through AI.
A WordPress MCP server that provides 190+ tools for complete WordPress site management through AI.
Pronounce developer jargon out loud. 544+ entries (kubectl, GIF, JSON, JWT, …), sourced with confidence levels. Ba...
Pronounce developer jargon out loud. 544+ entries (kubectl, GIF, JSON, JWT, …), sourced with confidence levels. Bash CLI + interactive quiz + voice search + MCP server + Claude Code skil…
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code. MIT.
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code. MIT.
ToolHive's registry catalog of MCP servers
ToolHive's registry catalog of MCP servers
Home Assistant MCP Server. Enable Cursor, VS Code, Claude Code or any MCP-enabled IDE to vibe-code and manage Home As...
Home Assistant MCP Server. Enable Cursor, VS Code, Claude Code or any MCP-enabled IDE to vibe-code and manage Home Assistant: create automations, design dashboards, tweak themes, modify con…
Jiva is a CLI-first, open source autonomous AI agent and open alternative to Claude. Written in TypeScript with nativ...
Jiva is a CLI-first, open source autonomous AI agent and open alternative to Claude. Written in TypeScript with native support for Sarvam-105B and gpt-oss-120b, it autonomously plans and ex…
AI CLI skill/MCP resource manager with TUI and MCP server — manage skills, MCPs, groups across Claude/Codex/Gemini/Op...
AI CLI skill/MCP resource manager with TUI and MCP server — manage skills, MCPs, groups across Claude/Codex/Gemini/OpenCode
Happy Platform MCP v3.1 - Multi-Instance ServiceNow MCP Server
Happy Platform MCP v3.1 - Multi-Instance ServiceNow MCP Server
A curated collection of custom AgentSkills and token-saving MCP servers for extending the capabilities of AI coding a...
A curated collection of custom AgentSkills and token-saving MCP servers for extending the capabilities of AI coding assistants like Claude Code.
A token-friendly local MCP server for DaisyUI component documentation using their public llms.txt.
A token-friendly local MCP server for DaisyUI component documentation using their public llms.txt.
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Disco...
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer too...
Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer tools (Copilot, Cursor, Claude Desktop). It eliminates "AI amnesia" by auto…
Self-hostable study dashboard with a built-in MCP server so Claude can read, write, and teach from your courses, lect...
Self-hostable study dashboard with a built-in MCP server so Claude can read, write, and teach from your courses, lectures, and deadlines — Making better use of your Claude/ChatGPT subscript…
A blazing-fast, native Golang Model Context Protocol (MCP) Server for controlling and scraping Google Colab locally.
A blazing-fast, native Golang Model Context Protocol (MCP) Server for controlling and scraping Google Colab locally.
A linter for Claude Code projects. Validates CLAUDE.md files, skills, settings, hooks, MCP servers, and plugins.
A linter for Claude Code projects. Validates CLAUDE.md files, skills, settings, hooks, MCP servers, and plugins.
A starter MCP server in Python.
A starter MCP server in Python.
GitHub project PublicDotCom/publicdotcom-mcp-server
GitHub project PublicDotCom/publicdotcom-mcp-server
Turn Claude Code into a plan-execute-validate loop with parallel work, intelligent retry, and memory
Turn Claude Code into a plan-execute-validate loop with parallel work, intelligent retry, and memory
GeneXus 18 MCP server for Claude, Cursor, and AI agents — read, edit, analyze KB objects (transactions, web panels, p...
GeneXus 18 MCP server for Claude, Cursor, and AI agents — read, edit, analyze KB objects (transactions, web panels, procedures, SDTs) over the Model Context Protocol.
A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capa...
A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities.
Lad MCP Server: Autonomous code & system design review for AI coding agents (Claude Code, Cursor, Codex, etc.). Featu...
Lad MCP Server: Autonomous code & system design review for AI coding agents (Claude Code, Cursor, Codex, etc.). Features multi-model consensus via OpenRouter and context-aware reviews via S…
Real-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attributes spend per...
Real-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attributes spend per tool/project/customer. Free tier 25K calls/mo. EU-hosted
MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle,...
MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.
MCP server for eSignatures (https://esignatures.com)
MCP server for eSignatures (https://esignatures.com)
A Model Context Protocol server for the tektoncd projects
A Model Context Protocol server for the tektoncd projects
AI-powered development workflow automation tool
AI-powered development workflow automation tool
MCP server that lets Claude Code pause mid-task and ask a human a question via Slack — then resume once you reply.
MCP server that lets Claude Code pause mid-task and ask a human a question via Slack — then resume once you reply.
AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for inte...
AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diag…
MCP server for creating, reading, updating AWS Pricing Calculator estimates through natural language.
MCP server for creating, reading, updating AWS Pricing Calculator estimates through natural language.
MCP server plugin for voice input and output in Claude Code
MCP server plugin for voice input and output in Claude Code
Open-source Computer Use in any agent.
Open-source Computer Use in any agent.
MCP Server for Simplenote integration with Claude Desktop
MCP Server for Simplenote integration with Claude Desktop
Simple web-based ping & traceroute
Simple web-based ping & traceroute
When a cluster heats up, a stack shift is starting.