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> test-drive fastmcp from honeystax
⏺ Bash(install fastmcp)
  ⎿ ✓ installed · sandboxed to ~/.claude
> not for me, remove it
⏺ Bash(remove fastmcp)
  ⎿ ✓ clean · zero residue
>
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Every vibe coding tool. One curated board.

Agents, MCPs, skills, and plugins worth running, curated daily. Test-drive anything without wrecking your setup.

$installone command in, sandboxed
$removeone command out, zero residue
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fastmcpUUniversalThe fast, Pythonic way to build MCP servers and clients.
27k
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ktransformersUUniversalA Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
19k
03
ai-agent-bookUUniversal《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
12k
04
khazix-skillsMMultiple数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: neat-freak 洁癖 (docs/memory closeout), hv-analysis, khazix-writer & more — Cla...
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QuantDingerUUniversalAI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...
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WrenAIUUniversalGenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns na...
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code-review-graphUUniversalLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read...
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OmniRouteMMultipleNever stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, K...
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openshipUUniversalSelf-hosted deployment platform
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EchoBirdMMultipleOne-click install + model switch:Claude Code,Codex CLI (OpenAI), Grok Build (xAI), Kimi Code (Moonshot),Qwen Code,Ai...
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ha-mcpThe Unofficial and Awesome Home Assistant MCP Server
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roslyn-codelens-mcpRoslyn-based MCP server giving AI agents deep semantic understanding of.NET/C# codebases — 57 tools for navigation,...
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local_fire_departmentCritical AI News

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01MCP Explained: The Protocol That Lets AI Actually Do ThingsMedium02AI Agents Are Growing an Infrastructure LayerMedium037 Model Context Protocol (MCP) Implementation Companies in 2026 (Ranked)Medium04Building a project with AI is easy now. Making it trustworthy is notMedium05Grok 4.5 vs Claude Opus 4.8: Is This the New King of Cost-Effective AI Coding Models?Medium06Vibe coding vs AI-Assisted EngineeringMedium07Prompt Caching: The Architecture Change That Cuts Your LLM Costs in HalfMedium08Integrating Our MCP Server with Claude, ChatGPT, Cursor, and Other AI ToolsMediumREAD_FULL_BRIEFING
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840 projects found

U
fastmcpstar
MCP Server

The fast, Pythonic way to build MCP servers and clients.

Featured build27k repo stars2666 builder votes
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

The fast, Pythonic way to build MCP servers and clients.

U
QuantDinger
MCP Server

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...

Stack favorite9.8k repo stars976 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading,trading-agents,ai-trader,ai-trading

OmniRoutestar
MCP Server

Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, K...

Featured build22k repo stars2249 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.

Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, Kimi K3, GLM, DeepSeek. Works with Claude Code, Codex, Cursor, Cline & Co…

graphifystar
MCP Server

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill...

Featured build93k repo stars27766 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.

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…

U
open-seo
MCP Server

Open source alternative to Semrush and Ahrefs

Stack favorite6.2k repo stars615 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Open source alternative to Semrush and Ahrefs. An open-source mcp server for the AI coding ecosystem.

U
wigolo
MCP Server

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud,...

Stack favorite2.8k repo stars277 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

U
jcode
MCP Server

The most intelligent agent harness for code

Stack favorite9.9k repo stars994 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The most intelligent agent harness for code. An open-source mcp server for the AI coding ecosystem.

U
Agent-Reachstar
MCP ServerCode & Search

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHon...

Featured build59k repo stars17665 builder votes
Updated 3d agoPython, Go, Claude, LLM, Docker
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalPython, Go, Claude, LLM, Docker

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…

U
worldmonitorstar
MCP Server

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tra...

Featured build63k repo stars18913 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

U
headroomstar
MCP Server

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-...

Featured build61k repo stars18243 builder votes
Updated 3d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

U
Vibe-Tradingstar
MCP Server

"Vibe-Trading: Your Personal Trading Agent"

Featured build26k repo stars7761 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

"Vibe-Trading: Your Personal Trading Agent". An open-source mcp server for the AI coding ecosystem.

ruflostar
MCP ServerClaude Code Agents

The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build...

Featured build65k repo stars19606 builder votes
Updated 3d agoClaude, Docker, Go, OpenAI, Anthropic, Rust, TypeScript, JavaScript, Python, Express, SQLite, PostgreSQL, Redis, Ollama, GPT, LLM, Kubernetes, Cloudflare, GitHub Actions, Bun, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
Claude, Docker, Go, OpenAI, Anthropic, Rust, TypeScript, JavaScript, Python, Express, SQLite, PostgreSQL, Redis, Ollama, GPT, LLM, Kubernetes, Cloudflare, GitHub Actions, Bun, pnpm

The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning inte…

U
n8nstar
MCP ServerWorkflow & Automation

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-ho...

Featured build197k repo stars59184 builder votes
Updated 2d agoJavaScript, Python, LangChain, Docker
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalJavaScript, Python, LangChain, Docker

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.. An open-source mcp server for the AI co…

U
tidewave_phoenix
MCP Server

MCP server with runtime-level tools for Phoenix development

Builder signal834 repo stars83 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server with runtime-level tools for Phoenix development

U
codebase-memory-mcpstar
MCP Server

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in...

Featured build33k repo stars10011 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

U
lobehubstar
MCP Server

LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and repor...

Featured build81k repo stars24180 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

O
AstrBotstar
MCP ServerChat & Assistants

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and ca...

Featured build37k repo stars3726 builder votes
Updated 2d agoGo, Python, Docker, Kotlin, OpenAI, Anthropic, Ollama, GPT, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClawGo, Python, Docker, Kotlin, OpenAI, Anthropic, Ollama, GPT, LLM

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 …

U
oh-my-pi
MCP ServerBrowser & DevTools

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, a...

Stack favorite19k repo stars5631 builder votes
Updated 2d agoTypeScript, Rust, Bun, Python, Go, Ruby, Java, Kotlin, PHP, Elixir, SQLite, OpenAI, Claude, Anthropic, Hugging Face, Ollama, GPT, LLM, Cloudflare, Prettier
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalTypeScript, Rust, Bun, Python, Go, Ruby, Java, Kotlin, PHP, Elixir, SQLite, OpenAI, Claude, Anthropic, Hugging Face, Ollama, GPT, LLM, Cloudflare, Prettier

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more. An open-source mcp server for the AI coding ecosystem.

Anthropic-Cybersecurity-Skillsstar
MCP Server

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS,...

Featured build26k repo stars5247 builder votes
Updated 24d ago
Featured buildAlready singled out as one of the stronger builds on the board.

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 ·…

U
hyperframesstar
MCP Server

Write HTML. Render video. Built for agents.

Featured build36k repo stars10948 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Write HTML. Render video. Built for agents.. An open-source mcp server for the AI coding ecosystem.

U
context7star
MCP ServerCode & Search

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

Featured build60k repo stars17851 builder votes
Updated todayGo, Next.js, MongoDB, Supabase, Claude, LLM, Vercel, Cloudflare
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Next.js, MongoDB, Supabase, Claude, LLM, Vercel, Cloudflare

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors. An open-source mcp server for the AI coding ecosystem.

claude-plugins-officialstar
MCP Server

Official, Anthropic-managed directory of high quality Claude Code Plugins.

Featured build32k repo stars9722 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
Claude CodeClaude Code

Official, Anthropic-managed directory of high quality Claude Code Plugins.. An open-source mcp server for the AI coding ecosystem.

ai-berkshire
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...

Stack favorite14k repo stars4063 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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…

U
ida-pro-mcp
MCP Server

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Stack favorite11k repo stars3168 builder votes
Updated 7d agoTypeScript, Python, Claude, LLM
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalTypeScript, Python, Claude, LLM

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.. An open-source mcp server for the AI coding ecosystem.

U
TrendRadarstar
MCP Server

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...

Featured build61k repo stars18219 builder votes
Updated 3d agoGitHub Actions, Docker, Go, OpenAI, JavaScript, Python, SQLite, Claude, Anthropic, GPT, Cloudflare
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGitHub Actions, Docker, Go, OpenAI, JavaScript, Python, SQLite, Claude, Anthropic, GPT, Cloudflare

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…

U
DesktopCommanderMCP
MCP ServerCode & Search

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

Stack favorite8.6k repo stars2593 builder votes
Updated 2d agoRust, Docker, Go, Claude, GPT, Python, GitHub Actions
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalRust, Docker, Go, Claude, GPT, Python, GitHub Actions

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.

U
chrome-devtools-mcpstar
MCP ServerBrowser & DevTools

Chrome DevTools for coding agents

Featured build47k repo stars14186 builder votes
Updated 3d agoGo, Claude, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Claude, LLM

Chrome DevTools for coding agents. An open-source mcp server for the AI coding ecosystem.

U
agentic-awesome-skillsstar
MCP Server

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validat...

Featured build44k repo stars13097 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,969+ agentic skills. Includes CLI, local …

U
gpt-researcherstar
MCP ServerCode & Search

An autonomous agent that conducts deep research on any data using any LLM providers

Featured build29k repo stars8552 builder votes
Updated 3d agoGo, Docker, GPT, Claude, Anthropic, JavaScript, Python, React, Express, FastAPI, OpenAI, LangChain, LLM, Tailwind
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Docker, GPT, Claude, Anthropic, JavaScript, Python, React, Express, FastAPI, OpenAI, LangChain, LLM, Tailwind

An autonomous agent that conducts deep research on any data using any LLM providers. An open-source mcp server for the AI coding ecosystem.

U
LibreChatstar
MCP ServerCode & Search

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o...

Featured build41k repo stars12305 builder votes
Updated 3d agoGo, Python, Rust, Java, PHP, React, Redis, OpenAI, Claude, Anthropic, Ollama, GPT, Docker, AWS
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Python, Rust, Java, PHP, React, Redis, OpenAI, Claude, Anthropic, Ollama, GPT, Docker, AWS

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model sw…

emulo
MCP Server

Mine your Claude Code and Codex logs into a local you.md agent profile.

Builder signal194 repo stars19 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.

Mine your Claude Code and Codex logs into a local you.md agent profile.

Auto-claude-code-research-in-sleep
MCP Server

ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review lo...

Stack favorite14k repo stars4092 builder votes
Updated 6d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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…

agentsstar
MCP ServerClaude Code Agents

Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI

Featured build38k repo stars11427 builder votes
Updated 3d agoSQLite, PostgreSQL, MySQL, Claude, Docker, Kubernetes
Featured buildAlready singled out as one of the stronger builds on the board.
SQLite, PostgreSQL, MySQL, Claude, Docker, Kubernetes

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.

U
siyuanstar
MCP Server

A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and gol...

Featured build45k repo stars13590 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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.

O
screenpipestar
MCP Server

YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes age...

Featured build20k repo stars6106 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClaw

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.

U
context-mode
MCP Server

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and...

Stack favorite19k repo stars5739 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

U
github-mcp-serverstar
MCP ServerGit & Version Control

GitHub's official MCP Server

Featured build32k repo stars9478 builder votes
Updated todayGo, Docker, Python, Java, React, OpenAI, Claude, LLM, GitHub Actions
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Docker, Python, Java, React, OpenAI, Claude, LLM, GitHub Actions

GitHub's official MCP Server. An open-source mcp server for the AI coding ecosystem.

U
FunASR
MCP Server

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization...

Stack favorite19k repo stars5813 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

U
serenastar
MCP Server

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Featured build27k repo stars7987 builder votes
Updated todayGo, Python, TypeScript, JavaScript, Rust, Ruby, Java, Swift, Kotlin, PHP, Dart, Elixir, Zig, Claude, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Python, TypeScript, JavaScript, Rust, Ruby, Java, Swift, Kotlin, PHP, Dart, Elixir, Zig, Claude, LLM

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. An open-source mcp server for the AI coding ecosystem.

U
osaurus
MCP ServerWorkflow & Automation

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptograp...

Stack favorite7.3k repo stars2181 builder votes
Updated 3d agoOpenAI, Anthropic, Ollama, Go, Swift, SQLite, Claude, Hugging Face, LLM
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalOpenAI, Anthropic, Ollama, Go, Swift, SQLite, Claude, Hugging Face, LLM

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.. An open-sourc…

U
master-fetch
MCP Server

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no...

Rising build85 repo stars9 builder votes
Updated 2d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

U
bifrost
MCP ServerAI Gateway

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+...

Stack favorite6.6k repo stars1992 builder votes
Updated 2d agoGo, Docker, OpenAI, Anthropic, LangChain, Ollama, GPT, AWS
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Docker, OpenAI, Anthropic, LangChain, Ollama, GPT, AWS

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.. An open-source mcp server …

deja-vu
MCP Server

Your agents already solved this. deja finds it — retroactive search and MCP recall over the session logs your coding...

Builder signal405 repo stars41 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Your agents already solved this. deja finds it — retroactive search and MCP recall over the session logs your coding agents already wrote. Cross-agent, SSH-portable, one zero-dep binary, fu…

U
MemOS
MCP ServerOpenClaw Memory

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, w...

Stack favorite10k repo stars3092 builder votes
Updated todayGo, Python, Redis, OpenAI, LLM, Docker
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Python, Redis, OpenAI, LLM, Docker

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings. An open-source mcp server for the AI coding ec…

U
ha-mcp
MCP Server

The Unofficial and Awesome Home Assistant MCP Server

Stack favorite4.1k repo stars1218 builder votes
Updated 2d ago
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UUniversal

The Unofficial and Awesome Home Assistant MCP Server. An open-source mcp server for the AI coding ecosystem.

superset
MCP Server

Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine

Stack favorite13k repo stars3757 builder votes
Updated 2d agoReact, Tailwind, Bun, Turborepo, Vite, Drizzle, Go, OpenAI, Claude
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React, Tailwind, Bun, Turborepo, Vite, Drizzle, Go, OpenAI, Claude

Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine. An open-source mcp server for the AI coding ecosystem.

U
activepiecesstar
MCP ServerWorkflow & Automation

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • A...

Featured build23k repo stars7006 builder votes
Updated todayGo, TypeScript, OpenAI, Claude
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, TypeScript, OpenAI, Claude

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents. An open-source mcp server …

Generative-Media-Skills
MCP Server

Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and a...

Stack favorite3.9k repo stars1160 builder votes
Updated 3d agoGPT, Claude
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GPT, Claude

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 …

U
zerikai_memory
MCP Server

A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any ID...

Rising build32 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any IDE supporting MCP servers

n8n-mcpstar
MCP ServerClaude Code MCPs

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

Featured build22k repo stars6708 builder votes
Updated todayDocker, Go, TypeScript, JavaScript, Python, SQLite, OpenAI, Claude, Anthropic, LangChain, AWS, GitHub Actions
Featured buildAlready singled out as one of the stronger builds on the board.
Docker, Go, TypeScript, JavaScript, Python, SQLite, OpenAI, Claude, Anthropic, LangChain, AWS, GitHub Actions

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.

tabularis
MCP Server

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHous...

Stack favorite3.8k repo stars1131 builder votes
Updated 2d ago
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Cursor AI

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin…

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lemonade
MCP Server

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Joi...

Stack favorite5.0k repo stars1502 builder votes
Updated 2d ago
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UUniversal

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 …

U
CowAgentstar
MCP Server

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and know...

Featured build46k repo stars13819 builder votes
Updated 3d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

claude-code-ultimate-guide
MCP Server

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-read...

Stack favorite5.5k repo stars1655 builder votes
Updated 3d ago
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Claude CodeClaude Code

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…

Zengram
MCP Server

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

Rising build53 repo stars5 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

U
rea
MCP Server

Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the bin...

Builder signal153 repo stars15 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the binary level.

lean-ctx
MCP Server

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust...

Stack favorite3.3k repo stars331 builder votes
Updated 2d ago
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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…

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MaxKBstar
MCP Server

MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Featured build22k repo stars6645 builder votes
Updated 3d agoDocker, Python, Go, Vue, Django, PostgreSQL, LangChain, LLM, Express, OpenAI, Claude
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalDocker, Python, Go, Vue, Django, PostgreSQL, LangChain, LLM, Express, OpenAI, Claude

MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。. An open-source mcp server for the AI coding ecosystem.

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mcp-lexware-office
MCP Server

MCP server to interact with Lexware Office

Rising build46 repo stars5 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server to interact with Lexware Office

U
linkedin-mcp-server
MCP Server

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs,...

Stack favorite2.8k repo stars851 builder votes
Updated 5d ago
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UUniversal

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.. An open-source mcp server for the AI coding ecosystem.

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hope-agent
MCP Server

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...

Stack favorite1.2k repo stars374 builder votes
Updated 2d ago
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UUniversal

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…

U
trigger.dev
MCP ServerWorkflow & Automation

Trigger.dev – build and deploy fully‑managed AI agents and workflows

Stack favorite16k repo stars4710 builder votes
Updated 2d agoGo, TypeScript, JavaScript, Python, React, LLM, Docker, Kubernetes, AWS, Vercel
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UUniversalGo, TypeScript, JavaScript, Python, React, LLM, Docker, Kubernetes, AWS, Vercel

Trigger.dev – build and deploy fully‑managed AI agents and workflows. An open-source mcp server for the AI coding ecosystem.

Drissionpage-MCP-Server
MCP Server

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

Builder signal396 repo stars40 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

U
tela
MCP Server

Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your...

Rising build39 repo stars4 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text se…

tia-portal-mcp
MCP Server

Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA Portal V21.

Early signal20 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA Portal V21.

U
QuantDinger
MCP ServerAgent Frameworks

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...

Stack favorite9.8k repo stars2925 builder votes
Updated todayGo, Python, Docker, Vue, Flask, PostgreSQL, Redis, LLM, Nginx, OpenAI, GPT, Cloudflare
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UUniversalGo, Python, Docker, Vue, Flask, PostgreSQL, Redis, LLM, Nginx, OpenAI, GPT, Cloudflare

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading,trading-agents,ai-trader,ai-trading. An op…

U
OpenMetadata
MCP Server

The Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and bus...

Stack favorite15k repo stars4356 builder votes
Updated 2d agoGo, LLM
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UUniversalGo, LLM

The Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.. An open-source m…

U
archestra
MCP ServerAI Gateway

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

Stack favorite4.0k repo stars399 builder votes
Updated 2d agoGPT, LLM, Go, PostgreSQL, Claude, Anthropic, Docker, Kubernetes, Terraform
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UUniversalGPT, LLM, Go, PostgreSQL, Claude, Anthropic, Docker, Kubernetes, Terraform

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

U
Peekaboo
MCP Server

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the e...

Stack favorite4.9k repo stars1469 builder votes
Updated 5d ago
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UUniversal

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…

U
CyberStrike
MCP Server

Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+...

Stack favorite1.2k repo stars374 builder votes
Updated 2d ago
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UUniversal

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…

U
google_workspace_mcp
MCP Server

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Goog...

Stack favorite2.9k repo stars866 builder votes
Updated 2d ago
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UUniversal

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 …

U
nuclear
MCP Server

Streaming music player that finds free music for you

Stack favorite18k repo stars5421 builder votes
Updated 3d ago
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UUniversal

Streaming music player that finds free music for you. An open-source mcp server for the AI coding ecosystem.

U
redmine-cli
MCP Server

A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP int...

Rising build31 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP integration.

U
kordoc
MCP Server

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX...

Stack favorite1.5k repo stars148 builder votes
Updated 3d ago
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UUniversal

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…

U
mcp-toolbox
MCP Server

MCP Toolbox for Databases is an open source MCP server for databases.

Stack favorite16k repo stars4797 builder votes
Updated 3d ago
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UUniversal

MCP Toolbox for Databases is an open source MCP server for databases.. An open-source mcp server for the AI coding ecosystem.

U
xiaozhi-esp32-server
MCP Server

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...

Stack favorite10k repo stars3029 builder votes
Updated 3d agoGo, Docker, Python, Java, Vue, OpenAI, Ollama, LLM
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Docker, Python, Java, Vue, OpenAI, Ollama, LLM

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.

cybersec-toolkit
MCP Server

One command installs 580+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code...

Rising build30 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.

One command installs 580+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code, OpenCode, Codex, Gemini CLI, Ollama-backed agents and other MCP client…

blender-skills
MCP Server

94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout t...

Builder signal51 repo stars10 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.

94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout to engine export.. An open-source mcp server for the AI coding ecosystem.

bernstein
MCP Server

Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducibl...

Builder signal708 repo stars71 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducible parallel runs in git worktrees, signed lineage, byte-identical replay,…

code-context
MCP Server

Local code search for AI coding agents: a CLI and MCP server with hybrid keyword + semantic search and SQL relevance-...

Early signal15 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local code search for AI coding agents: a CLI and MCP server with hybrid keyword + semantic search and SQL relevance-ranked aggregation over an index in plain files. No accounts, no keys, n…

cladding
MCP Server

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale....

Early signal14 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in before it write…

U
dbhub
MCP ServerData & Database

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

Stack favorite3.2k repo stars958 builder votes
Updated 10d agoGo, SQLite, PostgreSQL, MySQL, Claude, Docker, pnpm
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UUniversalGo, SQLite, PostgreSQL, MySQL, Claude, Docker, pnpm

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.. An open-source mcp server for the AI coding ecosystem.

U
mcp-atlassian
MCP Server

MCP server for Atlassian tools (Confluence, Jira)

Stack favorite5.6k repo stars1678 builder votes
Updated 2d agoGo, Claude, Docker
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UUniversalGo, Claude, Docker

MCP server for Atlassian tools (Confluence, Jira). An open-source mcp server for the AI coding ecosystem.

U
XcodeBuildMCP
MCP ServerCode & Search

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Stack favorite6.1k repo stars1830 builder votes
Updated 3d agoGo, Swift, Claude, Anthropic
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UUniversalGo, Swift, Claude, Anthropic

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.. An open-source mcp server for the AI coding ecosystem.

U
azure-ai-search-foundry-iq-live-knowledge-sources
MCP Server

Reusable accelerator for Foundry IQ live grounding with Fabric Ontology and MCP Server Knowledge Sources.

Early signal12 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Reusable accelerator for Foundry IQ live grounding with Fabric Ontology and MCP Server Knowledge Sources.

U
VibeUE
MCP Server

Unreal Engine Vibe Coding tool

Builder signal503 repo stars151 builder votes
Updated 6d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Unreal Engine Vibe Coding tool. An open-source mcp server for the AI coding ecosystem.

U
FinanceToolkit
MCP Server

Transparent and Efficient Financial Analysis

Stack favorite5.1k repo stars1541 builder votes
Updated 4d ago
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UUniversal

Transparent and Efficient Financial Analysis. An open-source mcp server for the AI coding ecosystem.

U
caura-memclaw
MCP Server

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, a...

Builder signal341 repo stars34 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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.

U
Hubitat-local-MCP-server
MCP Server

GitHub project kingpanther13/Hubitat-local-MCP-server

Early signal11 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

GitHub project kingpanther13/Hubitat-local-MCP-server

agent-teams-ai
MCP Server

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's wo...

Stack favorite1.6k repo stars163 builder votes
Updated 2d ago
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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/…

U
xberg
MCP Server

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured informati...

Stack favorite8.7k repo stars2604 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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…

U
hister
MCP Server

Your own search engine

Stack favorite1.7k repo stars165 builder votes
Updated 2d ago
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UUniversal

Your own search engine

U
nginx-ui
MCP Server

Yet another WebUI for Nginx

Stack favorite11k repo stars3398 builder votes
Updated 2d agoGo, Nginx, Docker, Vue, LLM, pnpm
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UUniversalGo, Nginx, Docker, Vue, LLM, pnpm

Yet another WebUI for Nginx. An open-source mcp server for the AI coding ecosystem.

U
private-gptstar
MCP Server

Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works...

Featured build57k repo stars17204 builder votes
Updated 3d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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…

U
registry
MCP ServerCode & Search

A community driven registry service for Model Context Protocol (MCP) servers.

Stack favorite7.1k repo stars2116 builder votes
Updated 5d agoGo, PostgreSQL, Anthropic, Docker, GitHub Actions
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UUniversalGo, PostgreSQL, Anthropic, Docker, GitHub Actions

A community driven registry service for Model Context Protocol (MCP) servers.. An open-source mcp server for the AI coding ecosystem.

U
mcp
MCP Server

Open source MCP Servers for AWS

Stack favorite9.5k repo stars932 builder votes
Updated todayGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform
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UUniversalGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform

Open source MCP Servers for AWS

U
genesys
MCP Server

Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation,...

Early signal17 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation, and active forgetting.

U
openehr-assistant-mcp
MCP Server

A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and APIs

Early signal16 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and APIs

U
gortex
MCP Server

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on...

Builder signal892 repo stars268 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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…

U
OpenOSINT
MCP Server

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 16 tools. Works with Claude, GPT-4, or local model...

Stack favorite1.0k repo stars82 builder votes
Updated 2d ago
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UUniversal

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.

U
omni
MCP Server

Noise-canceling context and long-term memory for your AI agent. Stop paying Claude to read 10,000 lines of terminal n...

Builder signal311 repo stars93 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Noise-canceling context and long-term memory for your AI agent. Stop paying Claude to read 10,000 lines of terminal noise like a headphone for AI agent. An open-source mcp server for the AI…

U
kreuzberg
MCP Server

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured informati...

Stack favorite8.7k repo stars2564 builder votes
Updated todayRust, Elixir, Python, Java, Go, PHP, Ruby, Docker, TypeScript, JavaScript, Claude, Vercel, Cloudflare, Bun, Deno
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UUniversalRust, Elixir, Python, Java, Go, PHP, Ruby, Docker, TypeScript, JavaScript, Claude, Vercel, Cloudflare, Bun, Deno

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…

claude-context
MCP ServerCode & Search

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

Stack favorite12k repo stars3650 builder votes
Updated 6d agoClaude, Go, TypeScript, JavaScript, Python, Rust, Ruby, Java, C++, Swift, Kotlin, PHP, OpenAI, LangChain, Ollama, pnpm
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Claude CodeClaude CodeClaude, Go, TypeScript, JavaScript, Python, Rust, Ruby, Java, C++, Swift, Kotlin, PHP, OpenAI, LangChain, Ollama, pnpm

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.

swift-skeleton
MCP Server

Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations...

Early signal15 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations. MCP server for Claude Code.

Unity-MCP
MCP Server

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient tok...

Stack favorite3.6k repo stars360 builder votes
Updated 3d ago
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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…

jcodemunch-mcp
MCP Server

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval v...

Stack favorite2.0k repo stars204 builder votes
Updated 2d ago
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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…

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radar
MCP Server

The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Hel...

Stack favorite2.6k repo stars262 builder votes
Updated 2d ago
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UUniversal

The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Helm management.

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moltis
MCP ServerData & Database

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memor...

Stack favorite2.8k repo stars836 builder votes
Updated 2d agoRust, Go, TypeScript, Swift, Axum, SQLite, OpenAI, LLM, Docker
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UUniversalRust, Go, TypeScript, Swift, Axum, SQLite, OpenAI, LLM, Docker

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, …

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mcp-grafana
MCP Server

MCP server for Grafana

Stack favorite3.3k repo stars977 builder votes
Updated 3d agoGo, Claude, LLM, Docker, Kubernetes, AWS
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UUniversalGo, Claude, LLM, Docker, Kubernetes, AWS

MCP server for Grafana. An open-source mcp server for the AI coding ecosystem.

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skales
MCP Server

Personal AI desktop agent for Windows, macOS, Linux, Android & iOS. Set a goal, it works on its own. Teams (pair two...

Stack favorite1.2k repo stars360 builder votes
Updated 4d ago
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UUniversal

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…

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heym
MCP Server

Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL,...

Builder signal760 repo stars76 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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.

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memU
MCP ServerOpenClaw Memory

Personal memory across agents

Stack favorite14k repo stars4214 builder votes
Updated todayPython, LLM, Go, PostgreSQL, OpenAI, Claude, Anthropic, GPT, Docker
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UUniversalPython, LLM, Go, PostgreSQL, OpenAI, Claude, Anthropic, GPT, Docker

Personal memory across agents. An open-source mcp server for the AI coding ecosystem.

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freecad-mcp
MCP Server

MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling

Early signal11 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling

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GrokSearch-rs
MCP Server

Rust MCP server for Grok web search and Tavily-backed source retrieval

Builder signal324 repo stars32 builder votes
Updated 6d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Rust MCP server for Grok web search and Tavily-backed source retrieval

Godot-MCP
MCP Server

Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with...

Builder signal178 repo stars18 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

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.

pm-claude-skills
MCP Server

In Anthropic's official Claude plugin directory · 515 professional Agent Skills (PRDs, launches, compliance, CVs & mo...

Stack favorite1.2k repo stars120 builder votes
Updated 2d ago
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In Anthropic's official Claude plugin directory · 515 professional Agent Skills (PRDs, launches, compliance, CVs & more) for Claude, ChatGPT, Gemini, Cursor & Codex. Try free in-browser, or…

toolport
MCP Server

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integ...

Builder signal96 repo stars10 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

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.

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agent-scan
MCP Server

Security scanner for AI agents, MCP servers and agent skills.

Stack favorite2.8k repo stars839 builder votes
Updated 3d ago
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UUniversal

Security scanner for AI agents, MCP servers and agent skills.. An open-source mcp server for the AI coding ecosystem.

memorix
MCP Server

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf,...

Builder signal563 repo stars169 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.

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,…

wmux
MCP Server

Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automati...

Builder signal256 repo stars26 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automation. No WSL required.

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Everywhere
MCP Server

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act...

Stack favorite6.2k repo stars1853 builder votes
Updated 2d ago
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UUniversal

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.

travel-hacking-toolkit
MCP Server

AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for...

Builder signal584 repo stars58 builder votes
Updated 7d ago
Builder signalGetting enough attention to influence how people assemble their stack.

AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.

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vexa
MCP Server

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket tr...

Stack favorite2.6k repo stars257 builder votes
Updated 2d ago
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UUniversal

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

hevy-mcp
MCP Server

Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize pla...

Builder signal337 repo stars34 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

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…

NotFair
MCP Server

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads

Stack favorite3.2k repo stars947 builder votes
Updated 3d ago
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Claude CodeClaude Code

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads. An open-source mcp server for the AI coding ecosystem.

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unstract
MCP Server

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Stack favorite6.7k repo stars2013 builder votes
Updated 3d ago
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UUniversal

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows. An open-source mcp server for the AI coding ecosystem.

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CodePilot
MCP Server

A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, control from your phone. B...

Stack favorite6.1k repo stars1844 builder votes
Updated 4d ago
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UUniversal

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…

SecureContext
MCP Server

Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% f...

Early signal7 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% fewer context tokens), every tool call lands in a tamper-evident HMAC aud…

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vmlx
MCP Server

vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM...

Builder signal775 repo stars78 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler + Cont Batching + etc!

jdocmunch-mcp
MCP Server

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

Builder signal196 repo stars20 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

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ros-mcp-server
MCP Server

Connect AI models like Claude & GPT with robots using MCP and ROS.

Stack favorite1.3k repo stars135 builder votes
Updated 2d ago
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UUniversal

Connect AI models like Claude & GPT with robots using MCP and ROS.

mcpsnoop
MCP Server

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, l...

Builder signal275 repo stars28 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.

EGC
MCP Server

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, C...

Rising build37 repo stars4 builder votes
Updated 2d ago
Rising buildEarly proof is forming around this project before it turns obvious.

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 20+ AI coding tools with zero configuration. Every ta…

unity-mcp-server
MCP Server

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Edi...

Builder signal336 repo stars34 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

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…

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mcp-server
MCP Server

MCP Server for AI-Assisted Development with Kubeflow Tools

Rising build29 repo stars3 builder votes
Updated 2d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP Server for AI-Assisted Development with Kubeflow Tools

repobrain
MCP Server

RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor...

Stack favorite1.3k repo stars390 builder votes
Updated 3d ago
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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…

hol-guard
MCP Server

Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP serv...

Builder signal409 repo stars41 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.

prism-coder
MCP Server

Persistent memory + local AI for coding agents. 2B–27B open-weight LLM fleet, cross-session Mind Palace, cognitive ro...

Builder signal157 repo stars16 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Persistent memory + local AI for coding agents. 2B–27B open-weight LLM fleet, cross-session Mind Palace, cognitive routing, L3 grounding verifier, multi-agent Hivemind. Works with Claude Co…

pdf-reader-mcp
MCP Server

The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR prove...

Builder signal831 repo stars83 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

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…

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mockserver-monorepo
MCP Server

MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic,...

Stack favorite4.9k repo stars1476 builder votes
Updated 3d ago
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UUniversal

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…

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signoz-mcp-server
MCP Server

MCP Server for SigNoz

Builder signal106 repo stars11 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP Server for SigNoz

taskflow
MCP Server

Compile, verify, and run multi-agent DAGs across Pi, Codex, Claude Code, OpenCode, and Grok—with resume, replay, and...

Rising build38 repo stars4 builder votes
Updated 2d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Compile, verify, and run multi-agent DAGs across Pi, Codex, Claude Code, OpenCode, and Grok—with resume, replay, and incremental recomputation.

sema
MCP Server

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks...

Early signal19 repo stars2 builder votes
Updated 2d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks, impact analysis, and a VS Code chat and agent supporting local CLIs an…

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solon-ai
MCP Server

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible wit...

Builder signal428 repo stars43 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x,…

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local_fire_department

Cluster Moves Breaking Out

When a cluster heats up, a stack shift is starting.

Code & Search

37 tools
UAgent-Reachstar58.9k
UScraplingstar70.4k
Ucontext7star59.5k
UDesktopCommanderMCPstar8.6k
Ugpt-researcherstar28.5k
ULibreChatstar41.0k

Claude Code Apps

10 tools
Mcc-switchstar119.5k
MAionUistar30.6k
Uclaude-code-routerstar36.0k
Mccusagestar17.3k
Mhappystar22.8k
Claude Codeclaude-relay-servicestar12.4k

Agent Frameworks

39 tools
Usuperpowersstar258.4k
Ucuastar20.4k
Claude Codeoh-my-claudecodestar37.9k
Ulangchainstar142.2k
Ulanggraphstar37.7k
UcrewAIstar55.9k

Claude Code Skills

12 tools
Claude Codemarketingskillsstar40.9k
Claude Codehumanizerstar30.1k
Claude Codeawesome-agent-skillsstar28.5k
Mplanning-with-filesstar25.6k
Claude Codetrailofbits-skillsstar6.2k
Mcontext-engineering-kitstar1.3k

Claude Code Guides

6 tools
Meverything-claude-codestar230.8k
Claude Codeclaude-code-infrastructure-showcasestar10.0k
Claude Codeget-shit-donestar64.8k
Claude Codecontext-engineering-introstar13.7k
Claude CodeSuperClaude_Frameworkstar23.6k
Claude Codeawesome-claude-codestar50.3k

Claude Code Agents

7 tools
Mruflostar65.4k
Magentsstar38.1k
Claude Codecordstar136
Claude Codeawesome-claude-code-subagentsstar23.5k
Claude Codea-list-of-claude-code-agentsstar1.3k
Claude Codeclaude_code_agent_farmstar876

Workflow & Automation

17 tools
Un8nstar197.3k
Uosaurusstar7.3k
Uactivepiecesstar23.4k
Umcp-for-beginnersstar16.8k
Utrigger.devstar15.7k
Uhexstrike-aistar10.4k

Coding Agents

22 tools
OpenAI Codex CLIstar99.9k
Ucmuxstar24.9k
Ukilocodestar26.4k
Msystem-prompts-and-models-of-ai-toolsstar142.1k
Umini-swe-agentstar5.9k
Claude Codeemdashstar5.2k