Agents, MCPs, skills, and plugins worth running, curated daily. Test-drive anything without wrecking your setup.
1644 projects found
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill...
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST…
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…
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-...
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.. An…
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tra...
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface. An open-source mcp s…
A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and gol...
A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.. 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…
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validat...
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local …
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…
"Vibe-Trading: Your Personal Trading Agent"
"Vibe-Trading: Your Personal Trading Agent". An open-source mcp server for the AI coding ecosystem.
Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, Ope...
Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Curs…
Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works...
Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.. An open-source mcp server…
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent....
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io. An open-source mcp server for the AI…
The most RAM effiecent harness
The most RAM effiecent harness. An open-source mcp server for the AI coding ecosystem.
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization...
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.. An open-source mcp server…
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and...
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.. An open-source…
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.
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHon...
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. An open-source mcp server for the AI cod…
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
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.
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.
Write HTML. Render video. Built for agents.
Write HTML. Render video. Built for agents.. An open-source mcp server for the AI coding ecosystem.
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.
MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic,...
MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP…
YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes age...
YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps. An open-source mcp server for the AI coding ecosystem.
JavaScript in-page GUI agent. Control web interfaces with natural language.
JavaScript in-page GUI agent. Control web interfaces with natural language.. 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 …
AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing re...
AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies…
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.
20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, Mongo...
20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, deskto…
The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build...
The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning inte…
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.
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 98+ formats. Available for R…
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…
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on...
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production …
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…
Where data access meets operational intelligence
Where data access meets operational intelligence. 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.
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.
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…
Local-first workflow engine for ops automation and AI-assisted operations. Open source and self-hostable: single bina...
Local-first workflow engine for ops automation and AI-assisted operations. Open source and self-hostable: single binary, no DBMS. Define DAGs in declarative YAML. Built-in MCP server so AI …
Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHous...
Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin…
TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Curs...
TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global excha…
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud,...
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.. An open-source mcp server for the AI coding eco…
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.
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,…
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…
macOS video editor built for AI
macOS video editor built for AI. 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 …
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.
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.
Chrome DevTools for coding agents
Chrome DevTools for coding agents. An open-source mcp server for the AI coding ecosystem.
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…
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.
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.
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,…
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval v...
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313…
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
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…
PostgreSQL REST, low-code, simplify and accelerate development, instant, realtime, high-performance on any Postgr...
PostgreSQL REST, low-code, simplify and accelerate development, instant, realtime, high-performance on any Postgres application, existing or new, MCP server. An open-source mcp server f…
Open source alternative to Semrush and Ahrefs
Open source alternative to Semrush and Ahrefs. An open-source mcp server for the AI coding ecosystem.
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.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Model Context Protocol (MCP) server for Kubernetes and OpenShift
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…
MCP server integration for DaVinci Resolve Studio
MCP server integration for DaVinci Resolve Studio
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…
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.
Your own search engine
Your own search engine
Connect AI models like Claude & GPT with robots using MCP and ROS.
Connect AI models like Claude & GPT with robots using MCP and ROS.
Transparent and Efficient Financial Analysis
Transparent and Efficient Financial Analysis. An open-source mcp server for the AI coding ecosystem.
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX...
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and di…
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…
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.
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.
Local first codebase intelligence
Local first codebase intelligence
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 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.
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 / GLM)、最新 AI 资讯、Prompt 提示...
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 / GLM)、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)…
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS,...
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard ·…
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.
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.
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.
会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 | A cross-device desktop AI agent with memory, autonomous go...
会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 | A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment. An open-source mcp serv…
Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+...
Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+ Ed25519-signed attack skills, 56+ built-in tools, 176+ MCP tools. MITRE…
AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 告别信息过载,你的 AI 舆情监控...
AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也…
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 …
771 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — decode a lease, write a PRD, practice a s...
771 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — decode a lease, write a PRD, practice a salary negotiation. Plain-markdown skills, MIT, in Anthropic's official p…
Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordina...
Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identi…
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.
AI Agent-first JS 逆向 MCP Server:有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测,可选 CloakBrowser。
AI Agent-first JS 逆向 MCP Server:有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测,可选 CloakBrowser。
An autonomous agent that conducts deep research on any data using any LLM providers
An autonomous agent that conducts deep research on any data using any LLM providers. An open-source mcp server for the AI coding ecosystem.
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.
Build autonomous AI agents in Python.
Build autonomous AI agents in Python.. An open-source mcp server for the AI coding ecosystem.
Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude...
Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude/Codex subscriptions, shared thread context, and cross-model review.. An…
법제처 국가법령정보 MCP — 법령·판례·조례 조회부터 인용 환각 검증까지 · Korean law MCP for LLMs
법제처 국가법령정보 MCP — 법령·판례·조례 조회부터 인용 환각 검증까지 · Korean law MCP for LLMs
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.
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!
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.
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.
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
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.
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…
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/…
Official SonarQube MCP Server for code quality and security in AI agents
Official SonarQube MCP Server for code quality and security in AI agents
Unified real-time search engine skill for AI agents.
Unified real-time search engine skill for AI agents.
The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR prove...
The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR provenance, trust reports, and benchmark-gated releases. MCP server for Claud…
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.
Unreal Engine Vibe Coding tool
Unreal Engine Vibe Coding tool. 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…
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, …
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.
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
Model Context Protocol (MCP) Server for Jupyter.
Model Context Protocol (MCP) Server for Jupyter.
BioMCP: Biomedical Model Context Protocol
BioMCP: Biomedical Model Context Protocol
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 …
The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as...
The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern altern…
MaverickMCP - Personal Stock Analysis MCP Server
MaverickMCP - Personal Stock Analysis MCP Server
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompt...
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming resp…
Your agents already solved this. deja finds it — memory operations for fifteen coding agents: retroactive search and...
Your agents already solved this. deja finds it — memory operations for fifteen coding agents: retroactive search and MCP recall (84.9% hit@1 on LongMemEval-S, no LLM), search by when it hap…
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…
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.
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.
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on...
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teamm…
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
Natural voice conversations with Claude Code
Natural voice conversations with Claude Code
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…
Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, S...
Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, Skills, and MCP Servers.. An open-source mcp server for the AI coding eco…
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.
MCP for xiaohongshu.com
MCP for xiaohongshu.com. An open-source mcp server for the AI coding ecosystem.
Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.
Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.
Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and sha...
Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skills, MCPs and Agents.. An open-source mcp server for the AI c…
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…
97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor...
RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.. An open-source mcp server for the AI coding e…
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.
A Unified MCP Server Management App (MCP Manager).
A Unified MCP Server Management App (MCP Manager).. An open-source mcp server for the AI coding ecosystem.
MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no...
MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.
Traktor Game Engine
Traktor Game Engine
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…
Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network...
Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration…
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.
The Agent-Ready Backend for MongoDB.
The Agent-Ready Backend for MongoDB.
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.
Open-source adversary emulation for AI agents and MCP servers.
Open-source adversary emulation for AI agents and MCP servers.
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.
368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, com...
368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, and research. Installs on Claude Code, Cursor, Co…
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
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.
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.
Meta-prompting, context engineering, and centralized instructions management for AI coding agents - by Grid Dynamics
Meta-prompting, context engineering, and centralized instructions management for AI coding agents - by Grid Dynamics
SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Windsurf, Gemini CL...
SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Windsurf, Gemini CLI, and other AI coding tools. Install, organize, edit, sync, and update …
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
Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and bui...
Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.
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
An AI-enabled NAT Router/Firewall for the ESP32
An AI-enabled NAT Router/Firewall for the ESP32
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. Comin…
DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients
DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients
Workspace multiplexer for AI coding agent
Workspace multiplexer for AI coding agent
Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, l...
Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.
Find rules and MCP servers
Find rules and MCP servers. 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
Draw.io Model Context Protocol (MCP) Server
Draw.io Model Context Protocol (MCP) Server
Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer...
Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer verification, and MCP for Claude Code, Codex, OpenClaw.
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze dat...
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conv…
Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more
Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more. An open-source mcp server for the AI coding ecosystem.
RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework...
RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.
Rust API, Python API, and MCP Server for TP-Link Tapo smart devices
Rust API, Python API, and MCP Server for TP-Link Tapo smart devices
Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to...
Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to Claude/Cursor via a built-in MCP server (24 tools): semantic & hybrid s…
Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill
Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill
Personal memory across agents
Personal memory across agents. 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.
Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and...
Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OA…
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.
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft...
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry
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, …
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 antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP serv...
Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.
Self-hosted kanban & project management with shareable boards, voice commands, sticky-notes, multi-language and MCP s...
Self-hosted kanban & project management with shareable boards, voice commands, sticky-notes, multi-language and MCP support
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.
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-read...
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.. An open-source mcp server for the AI coding e…
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…
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…
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
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.
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…
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.
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
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 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…
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…
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.
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++.
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.
ServiceNow MCP server: 450+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi...
ServiceNow MCP server: 450+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi-transport (stdio, SSE, HTTP), A2A, dynamic schema discovery, read-only …
MCP Server for Turkish & American Stock Exchange and Fund Data
MCP Server for Turkish & American Stock Exchange and Fund Data
NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude...
NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.
GitOps on Autopilot Mode
GitOps on Autopilot Mode
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。
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.
MCP server for Atlassian tools (Confluence, Jira)
MCP server for Atlassian tools (Confluence, Jira). An open-source mcp server for the AI coding ecosystem.
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, …
Open-source reverse engineering lab: 197-article knowledge base + MCP tools + CTF/APK/PE automation toolchain. Agent-...
Open-source reverse engineering lab: 197-article knowledge base + MCP tools + CTF/APK/PE automation toolchain. Agent-native. Note:由于场景原因,目前有让几乎所有AI都会越狱的bug,暂时不修
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and s...
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
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.
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
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses sessi...
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indices & concept graphs in SQLite. Enables zero-cl…
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.
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
Open-source Agent Operating System
Open-source Agent Operating System. An open-source mcp server for the AI coding ecosystem.
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…
A bridge between Streamable HTTP and stdio MCP transports
A bridge between Streamable HTTP and stdio MCP transports
GitHub project brave/brave-search-mcp-server
GitHub project brave/brave-search-mcp-server
AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.
AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.
Dext - Modern Full Stack Framework for Delphi
Dext - Modern Full Stack Framework for Delphi
MCP Server for Computer Use in Windows
MCP Server for Computer Use in Windows. An open-source mcp server for the AI coding ecosystem.
Auditable workspaces for AI coding agents: sandboxed worktrees, programmable multi-agent orchestration, automated sec...
Auditable workspaces for AI coding agents: sandboxed worktrees, programmable multi-agent orchestration, automated security checks, up to 95% less token waste, and persistent memory.
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynam...
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and …
A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.
A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.
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.
Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and A...
Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.. An open-source mcp server for the AI coding ecosystem.
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 …
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf,...
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot,…
Plane's Official Model Context Protocol Server
Plane's Official Model Context Protocol Server
A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. Works wi...
Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, Copilot, Windsurf, and mo…
The engine powering hundreds of thousands of MCP connections
The engine powering hundreds of thousands of MCP connections
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.
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.
Eclipse IDE as an MCP Server for AI Agents
Eclipse IDE as an MCP Server for AI Agents
EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB,...
EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB, PostgreSQL, Redis, MongoDB, Mailpit, Node.js, trusted.test HTTPS, and…
Hugging Face MCP Server
Hugging Face MCP Server
clawdcursor compiles whatever's on screen into one UI map — accessibility tree and OCR fused into stable, addressable...
clawdcursor compiles whatever's on screen into one UI map — accessibility tree and OCR fused into stable, addressable elements, with a screenshot only when needed — then drives apps through…
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.
Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channe...
Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channels, status pages, IAC support via YAML, Prometheus integration, a comple…
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
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM polic...
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is availa…
An MCP server for interacting with Sentry via LLMs.
An MCP server for interacting with Sentry via LLMs.
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.
Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
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
Self-Hosted API Management for Builders
Self-Hosted API Management for Builders
MCP server for the Cloudflare API
MCP server for the Cloudflare API
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…
Next.js Development for Coding Agent
Next.js Development for Coding Agent
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
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.
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.. An open-source mcp server for the AI codi…
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Goog...
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool. An open-source mcp server …
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…
MCP server to access Garmin data
MCP server to access Garmin data
This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.
This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.
Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with...
Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-game.dev. Apache-2.0.
Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.
Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.
A local Apple Documentation crawler and MCP server. Written in Swift.
A local Apple Documentation crawler and MCP server. Written in Swift.
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.
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. …
LeanKG: Stop Burning Tokens. Start Coding Lean.
LeanKG: Stop Burning Tokens. Start Coding Lean.
Simple, modular, and observable Go framework for backend applications.
Simple, modular, and observable Go framework for backend applications.
MCP Server for AI automation of the PlayCanvas Editor
MCP Server for AI automation of the PlayCanvas Editor
Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool...
Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration. An open-source mcp server for the AI coding ecosystem.
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.
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.
Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the bin...
Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the binary level.
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
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.
The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP serve...
The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude…
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
Open source MCP Servers for AWS
Open source MCP Servers for AWS
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!
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…
A MCP (Model Context Protocol) server for interacting with dbt.
A MCP (Model Context Protocol) server for interacting with dbt.
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (...
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable…
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, wr...
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.
Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens...
Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% …
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.
A self-hosted RSS reader and personal knowledge management tool.
A self-hosted RSS reader and personal knowledge management tool.
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.
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.
MCP server for reverse engineering tasks in Ghidra
MCP server for reverse engineering tasks in Ghidra
MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, v...
MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine. Wo…
MCP Server For Turkish Legal Databases
MCP Server For Turkish Legal Databases
Supercharge AI Agents, Safely
Supercharge AI Agents, Safely
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.
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!
Personal AI desktop agent for Windows, macOS, Linux, Android & iOS. Set a goal, it works on its own. Teams (pair two...
Personal AI desktop agent for Windows, macOS, Linux, Android & iOS. Set a goal, it works on its own. Teams (pair two desktops, agents + humans), Agent2Agent, Workflows, Codework, multi-agen…
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
The most advanced, fully offline client-side AI suite on Android today.
The most advanced, fully offline client-side AI suite on Android today.
IMAP and SMTP via MCP Server
IMAP and SMTP via MCP Server
The database IDE for VS Code, Cursor, and Windsurf. 80+ databases: Postgres, MySQL, SQL Server, MongoDB, Snowflake, a...
The database IDE for VS Code, Cursor, and Windsurf. 80+ databases: Postgres, MySQL, SQL Server, MongoDB, Snowflake, and more. AI queries, ER diagrams, SQL notebooks.. An open-source mcp ser…
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
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ol...
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
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.
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…
Project Management for the agent era
Project Management for the agent era
An infinite canvas for learning — select text, ask, and answers branch out as documents. MCP server for Claude Code,...
An infinite canvas for learning — select text, ask, and answers branch out as documents. MCP server for Claude Code, Codex, and any agent.
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…
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…
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
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.
ClipForge(原『带货剪手』/ daihuo-jianshou):开源 AI 带货短视频神器——上传一张商品图,AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕,一键产出抖音小店 / 快手 /...
ClipForge(原『带货剪手』/ daihuo-jianshou):开源 AI 带货短视频神器——上传一张商品图,AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕,一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e…
Open-source Tax Guides for AI agents, reviewed by named CPAs/CAs/EAs. 1,000+ Guides across 190+ jurisdictions. MCP se...
Open-source Tax Guides for AI agents, reviewed by named CPAs/CAs/EAs. 1,000+ Guides across 190+ jurisdictions. MCP server included. Works with Claude, ChatGPT, Cursor.
The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP serve...
The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude…
EDD MCP Server: Easy Digital Downloads API for Sales, Analytics & Products 2026
EDD MCP Server: Easy Digital Downloads API for Sales, Analytics & Products 2026
Discover Exceptional MCP Servers
Discover Exceptional MCP Servers
MCP Server for Burp
MCP Server for Burp
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.
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and arch...
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search...
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
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.
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.
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…
3ds Max MCP server
3ds Max MCP server
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.
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
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…
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 …
Lightweight Long-Term Memory for LLM Agents.
Lightweight Long-Term Memory for LLM Agents.
MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations thr...
MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations through natural conversation
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.
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 SigNoz
MCP Server for SigNoz
Semantic code searcher and codebase utility
Semantic code searcher and codebase utility
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.
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.
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.
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
GitHub project hostinger/api-mcp-server
GitHub project hostinger/api-mcp-server
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.
Wanaku MCP Router
Wanaku MCP Router
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
Model-driven development for coding agents. Plan changes in a shared responsibility model mapped to your code; your a...
Model-driven development for coding agents. Plan changes in a shared responsibility model mapped to your code; your agent reads, modifies, and implements it through a built-in MCP server.
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 …
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.
The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your P...
The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX quer…
Exposes 26 MCP tools that prove every method, field, label and form pattern against your real metadata before the AI...
Exposes 26 MCP tools that prove every method, field, label and form pattern against your real metadata before the AI writes code.
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…
MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants
MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants
MCP server for querying Apple Health data with natural language using DuckDB under the hood.
MCP server for querying Apple Health data with natural language using DuckDB under the hood.
Rapidly build MCP servers for your Laravel applications.
Rapidly build MCP servers for your Laravel applications.
The agentic workspace where people and AI coding agents work together on every project.
The agentic workspace where people and AI coding agents work together on every project.
MCP server retrieving transcripts of YouTube videos
MCP server retrieving transcripts of YouTube videos
Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to websit...
Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, se…
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.
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
Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and stdio/HTTP transports.
Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and stdio/HTTP transports.
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.
MCP server for JADX-AI Plugin
MCP server for JADX-AI Plugin
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
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.
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…
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
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.
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…
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…
Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube...
Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Claude Code skill, Reddit-aware, refreshable share …
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…
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…
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.
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.
Connect your AI to your APIs on Postman
Connect your AI to your APIs on Postman
Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integ...
Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.
Model Context Protocol (MCP) Server for the Keboola Platform
Model Context Protocol (MCP) Server for the Keboola Platform
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (source...
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents.…
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.
28 open-source Agent Skills for Claude Code and Codex: Full Send orchestration, A-F code review, AI evals, CI ship-ga...
28 open-source Agent Skills for Claude Code and Codex: Full Send orchestration, A-F code review, AI evals, CI ship-gates, design, copy, SEO/AEO/GEO, app shipping, creator rights, and consum…
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。
Tools to allow LLM clients to interact with Linux systems remotely
Tools to allow LLM clients to interact with Linux systems remotely
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 …
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。
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..…
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
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.
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.
Architecture intelligence for AI coding agents - deterministic, cross-repository code analysis through MCP.
Architecture intelligence for AI coding agents - deterministic, cross-repository code analysis through MCP.
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.
CAD CLI and MCP server for AI agents
CAD CLI and MCP server for AI agents
Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with...
Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.
Last9 MCP Server
Last9 MCP Server
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.
Volcengine MCP Servers
Volcengine MCP Servers
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.
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.
Arm's MCP server
Arm's MCP server
Zero-dependency CLI that installs AI agent skills + MCP servers from any source. 86+ agents. No signup, no telemetry,...
Zero-dependency CLI that installs AI agent skills + MCP servers from any source. 86+ agents. No signup, no telemetry, 4 KB.
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.
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.
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…
Official plugin distribution for the hosted Zapier MCP server. Install it in your AI client and connect to thousands...
Official plugin distribution for the hosted Zapier MCP server. Install it in your AI client and connect to thousands of apps.. An open-source mcp server for the AI coding ecosystem.
Native Svelte 5 data grid. Headless-first engine + drop-in render component. Row + column virtualization (1M rows), E...
Native Svelte 5 data grid. Headless-first engine + drop-in render component. Row + column virtualization (1M rows), Excel-style filters, inline editing, grouping, pivot, server-side data. M…
Adobe Premiere Pro MCP server with 269 AI video editing tools for timeline automation, effects, media management, and...
Adobe Premiere Pro MCP server with 269 AI video editing tools for timeline automation, effects, media management, and export.
A TypeScript framework for building MCP servers.
A TypeScript framework for building MCP servers.. An open-source mcp server for the AI coding ecosystem.
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
MCP server for interacting with Neon Management API and databases
MCP server for interacting with Neon Management API and databases
DOCX formatter for academic papers with a content-fingerprint guard: proves your text is never altered, only the form...
DOCX formatter for academic papers with a content-fingerprint guard: proves your text is never altered, only the formatting. Also installable as an agent skill.
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.
GitHub project boltmcp/boltmcp
GitHub project boltmcp/boltmcp
Your First LLM-Wiki Conversation Knowledge Base
Your First LLM-Wiki Conversation Knowledge Base
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
MCP Server to previewing mermaid diagrams with live reload
MCP Server to previewing mermaid diagrams with live reload
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.
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.
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)
Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync...
Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.
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.
Claude powered advisor system for option traders
Claude powered advisor system for option traders
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savi...
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
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.
Real-time monitoring of production AI agents.
Real-time monitoring of production AI agents.
MCP server for interacting with the Aseprite API
MCP server for interacting with the Aseprite API
MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking
MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking
A complete list of SAP MCP Servers and SAP AI Skills
A complete list of SAP MCP Servers and SAP AI Skills
Mapbox Model Context Protocol (MCP) server
Mapbox Model Context Protocol (MCP) server
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.
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.
Claude Code and Cursor plugin that enables your AI tools with a Slack MCP Server and Slack Developer Skills.
Claude Code and Cursor plugin that enables your AI tools with a Slack MCP Server and Slack Developer Skills.
Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools from Apple's...
Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools from Apple's official OpenAPI spec, AI review triage and reply drafting, confirm-bef…
MadCop — local-first AI agent desktop workstation (v0.9). Multi-model chat, tool-use, MCP servers, 12 workflow modes,...
MadCop — local-first AI agent desktop workstation (v0.9). Multi-model chat, tool-use, MCP servers, 12 workflow modes, knowledge base, AI design tool, persistent workspace.
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
Neo4j official MCP Server
Neo4j official MCP Server
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.
A security-first MCP server that empowers AI agents to perform automated reverse engineering, malware analysis, foren...
A security-first MCP server that empowers AI agents to perform automated reverse engineering, malware analysis, forensics, vulnerability research, and SAST — powered by Radare2, YARA, LIEF,…
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!
Deploy production-ready AI services in minutes. One YAML file for agents, RAG pipelines, and MCP servers — run anywhe...
Deploy production-ready AI services in minutes. One YAML file for agents, RAG pipelines, and MCP servers — run anywhere. Inspired by docker-compose.
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
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.
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.
CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents
CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents
Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions...
Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) straight to your loc…
The Most Advanced MCP Server for Unity Editor with execute_code, prompts/resources, input simulation, screenshots, an...
The Most Advanced MCP Server for Unity Editor with execute_code, prompts/resources, input simulation, screenshots, and play mode automation.
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 …
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 App Store Connect API - 389 tools for apps, builds, TestFlight, subscriptions, Xcode Cloud, and more f...
MCP server for App Store Connect API - 389 tools for apps, builds, TestFlight, subscriptions, Xcode Cloud, and more from Claude, Cursor, VS Code, or any MCP client
When a cluster heats up, a stack shift is starting.