function: mcp
1289 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| agentlas-ai/Agentlas-OS Agentlas OS (with the Hephaestus engine) is an open-source agent framework that lets users create portable AI agents from plain-language re… | 77 | 1099 | active |
| Minidoracat/mcp-feedback-enhanced An enhanced MCP server that provides interactive user feedback and command execution capabilities for AI-assisted development workflows, su… | 86 | 3776 | maintenance |
| Rath-Team/OpenRath OpenRath is a PyTorch-like Python framework for building dynamic multi-agent and multi-session workflows. It models runtime state as explic… | 78 | 1097 | active |
| iFurySt/RedNote-MCP A Model Context Protocol (MCP) server that lets AI clients access RedNote (Xiaohongshu) content, including keyword search and note retrieva… | 19 | 1097 | active |
| paean-ai/deeptide DeepTide is an AI coding agent tuned for DeepSeek models, shipped as a Swift-native macOS app plus cross-platform terminal CLIs (TypeScript… | 58 | 1096 | active |
| ChesterRa/cccc CCCC is a Python-based multi-agent orchestrator that coordinates coding agents (Claude Code, Codex CLI, ChatGPT Web, Gemini CLI, and 13+ ot… | 81 | 1094 | active |
| TencentCloudBase/CloudBase-AI-Toolkit CloudBase AI Toolkit is Tencent Cloud's integration layer connecting AI coding tools (Cursor, Claude Code, Codex, etc.) to the CloudBase ba… | 82 | 1090 | active |
| yeahhe365/Gemini-Nexus Gemini Nexus is a Chrome extension (Manifest V3) that adds an AI assistant layer to the browser, integrating Gemini Web, the Gemini API, an… | 83 | 1088 | active |
| xuzhougeng/wisp-science Wisp Science is an open-source, local-first desktop AI research workbench that combines an LLM agent with persistent Python/R kernels, MCP-… | 81 | 1087 | active |
| spring-ai-alibaba/Lynxe Lynxe (formerly JManus) is a Java-based, code-free 'Prompt Programming' studio implementing a Manus-style multi-agent system with high exec… | 76 | 1077 | active |
| jae-jae/fetcher-mcp A Model Context Protocol (MCP) server that fetches web page content using a Playwright headless browser, executing JavaScript to handle dyn… | 48 | 1076 | active |
| lee-to/ai-factory AI Factory is an npm-distributed CLI that bootstraps an AI-powered development environment in any project, installing skills, configuring M… | 82 | 1074 | active |
| jjsantos01/qgis_mcp A Model Context Protocol integration that lets LLMs like Claude control QGIS Desktop via a socket-based QGIS plugin and an MCP server. It s… | 40 | 1072 | active |
| irinabuht12-oss/google-meta-ads-ga4-mcp A unified MCP (Model Context Protocol) server exposing 250+ tools for managing Google Ads, Meta (Facebook/Instagram) Ads, and Google Analyt… | 48 | 1069 | active |
| Taxuspt/garmin_mcp A Model Context Protocol (MCP) server that connects to Garmin Connect and exposes fitness and health data (activities, sleep, heart rate, t… | 69 | 1065 | active |
| openops-cloud/openops OpenOps is an open-source, no-code FinOps automation platform that helps organizations reduce cloud costs through customizable workflows fo… | 82 | 1064 | active |
| whchien/ai-trader A config-driven backtesting framework for algorithmic trading built on Backtrader, with 20+ built-in strategies and multi-market support (U… | 67 | 1062 | active |
| Wenyan Wenyan MCP Server is a Model Context Protocol server that lets AI clients like Claude Desktop format Markdown articles and publish them dir… | 73 | 1060 | active |
| open-webui/openapi-servers A collection of reference OpenAPI Tool Server implementations that expose external tools and data sources to LLM agents over standard REST … | 39 | 1059 | active |
| ufy2024/AuC AuC (Agents-ufy-Core) is a Python single-agent framework built on asyncio with a pluggable ReAct reasoning loop, LLM adapters, tiered tool … | 56 | 1058 | active |
| petalframework/petal_components Petal Components is an MIT-licensed library of shadcn-style HEEx UI components (buttons, modals, tables, forms, sidebars, chat) for Phoenix… | 94 | 1052 | active |
| cisco-ai-defense/mcp-scanner MCP Scanner is a Python tool and SDK from Cisco AI Defense that scans Model Context Protocol (MCP) servers, tools, prompts, and resources f… | 83 | 1051 | active |
| sunnisis/ixrail ixrail AgentPay is a VS Code extension that gives local AI agents a wallet, spending policy, authenticated broker, x402 payment flow, and s… | 67 | 1049 | active |
| tmwgsicp/wechat-download-api An open-source API service for fetching WeChat official account articles, generating standard RSS 2.0 feeds, and exporting entire account a… | 77 | 1043 | active |
| lahfir/agent-desktop A native Rust CLI that lets AI agents control desktop applications through OS accessibility trees, returning structured JSON with determini… | 82 | 1034 | active |
| kunal12203/GrapeRoot GrapeRoot is an open-source context engine and MCP server that builds a semantic graph of a codebase (files, symbols, imports, call chains)… | 73 | 1033 | active |
| langchain-ai/mcpdoc An MCP server that exposes llms.txt documentation indexes to IDEs and AI coding apps like Cursor, Windsurf, and Claude Code. It provides a … | 66 | 1031 | active |
| chatmcp/mcp-server-chatsum An MCP server that queries and summarizes chat messages stored in a local chat database, exposed as a tool for MCP-compatible clients like … | 21 | 1029 | active |
| modelcontextprotocol/use-mcp use-mcp is a lightweight React hook library for connecting browser-based AI applications to Model Context Protocol (MCP) servers. It handle… | 10 | 1028 | active |
| AlexWan/OsEngine OsEngine is an open-source algorithmic trading platform written in C# that bundles a robot-creation layer, historical data downloader (OsDa… | 85 | 1022 | active |
| microsoft/skills-for-fabric A collection of reusable AI assistant skills and MCP systems from Microsoft for working with Microsoft Fabric workloads, APIs, and Power BI… | 82 | 1022 | active |
| melandlabs/openloomi OpenLoomi is an open-source desktop AI coworker ('Attention Agent') that connects your work tools (Slack, Gmail, Telegram, WhatsApp, etc.),… | 82 | 1020 | active |
| wangziqi06/724-office A self-evolving, production-running AI agent system written in ~10,000 lines of pure Python with no agent frameworks, featuring 36 tools, M… | 57 | 1020 | active |
| chAng-L19/codex-redteam-mode An opt-in red-team mode plugin for OpenAI Codex App and Codex CLI that compiles offensive-security objectives into GoalContracts and execut… | 80 | 1016 | active |
| ArcadeAI/arcade-mcp Arcade MCP is an open-source Python framework for building Model Context Protocol (MCP) servers and the tools that run inside them, with a … | 69 | 1016 | active |
| negokaz/excel-mcp-server A Model Context Protocol (MCP) server that lets LLM clients read and write Microsoft Excel files (xlsx, xlsm, xltx, xltm). It exposes tools… | 36 | 1016 | active |
| iosifache/annas-mcp A Go-based MCP server and CLI tool for searching and downloading books and articles from Anna's Archive, with optional automatic selection … | 73 | 1008 | active |
| themanojdesai/python-a2a Python A2A is a Python library implementing Google's Agent-to-Agent (A2A) protocol with Model Context Protocol (MCP) integration. It enable… | 37 | 1008 | active |
| johnhuang316/code-index-mcp A Model Context Protocol (MCP) server that indexes, searches, and analyzes code repositories so LLM-based assistants can navigate codebases… | 83 | 1005 | active |
| jingcheng-chen/rhinomcp RhinoMCP is a plugin and MCP server that connects Rhino 3D (and Grasshopper) to AI agents like Claude and Cursor via the Model Context Prot… | 81 | 1005 | active |
| cyberagiinc/DevDocs DevDocs is a free, private, UI-based MCP server that crawls and extracts technical documentation (using Crawl4AI and Playwright) and expose… | 50 | 2106 | maintenance |
| NitroRCr/AIaW AIaW (AI as Workspace) is a full-featured, lightweight AI chat client supporting multiple LLM providers (OpenAI, Anthropic, Google, DeepSee… | 73 | 1833 | maintenance |
| ezyang/codemcp codemcp is an MCP server that turns Claude Desktop into a pair programming assistant that can directly edit files, run tests, and implement… | 36 | 1608 | maintenance |
| mnemox-ai/tradememory-protocol TradeMemory Protocol is an MCP server providing persistent memory and a tamper-evident decision audit trail for AI trading agents, with out… | 80 | 1412 | maintenance |
| obot-platform/nanobot Nanobot is a standalone, open-source MCP host written in Go that combines MCP servers with an LLM to build agent experiences, configurable … | 81 | 1338 | maintenance |
| mozilla-ai/any-agent any-agent is a Python library providing a single unified interface for building, serving, and evaluating AI agents across multiple agent fr… | 71 | 1197 | maintenance |
| MiguelsPizza/WebMCP WebMCP (MCP-B) is a protocol and TypeScript SDK that exposes JavaScript functions in web pages to LLMs as MCP tools, via a Chrome extension… | 41 | 1090 | maintenance |
| flopperam/unreal-engine-mcp An MCP (Model Context Protocol) server and Unreal Engine plugin that lets AI agents control a live Unreal Editor through natural language, … | 58 | 1073 | maintenance |
| thunderbird/thunderbolt Thunderbolt is an open-source, cross-platform AI client from Thunderbird that lets users connect any OpenAI-compatible model or ACP-compati… | 80 | 4767 | experimental |
| KnockOutEZ/wigolo wigolo is a local-first MCP server that gives AI coding agents web intelligence tools: search across 18 engines, fetch with anti-bot escala… | 79 | 4694 | experimental |
| dagger/container-use Container Use is an open-source MCP server and CLI tool that gives coding agents sandboxed containerized development environments, powered … | 66 | 4021 | experimental |
| webmachinelearning/webmcp WebMCP is a proposed web platform API (W3C Community Group specification) that lets web developers expose JavaScript functions or HTML form… | 62 | 3290 | experimental |
| googleanalytics/google-analytics-mcp A local MCP (Model Context Protocol) server that exposes Google Analytics Admin and Data APIs as tools for LLMs like Gemini. It lets AI ass… | 82 | 3047 | experimental |
| CopilotKit/OpenBot OpenBot is a self-hosted agent platform from CopilotKit where each AI agent ('coworker') gets its own computer environment—a browser, files… | 79 | 3019 | experimental |
| b-nnett/grok-bot-0.18-reconstructed An unofficial, source-oriented reconstruction of the Grok Bot 0.18.0 macOS Electron app, with readable TypeScript implementations of its ru… | 57 | 2974 | experimental |
| Einsia/OpenChronicle OpenChronicle is a local-first, open-source memory layer for tool-capable LLM agents, running on macOS. It captures structured context from… | 50 | 2670 | experimental |
| shepherd-agents/shepherd Shepherd is a Python runtime substrate that records LLM agent executions as reversible, Git-like traces so meta-agents can inspect, fork, r… | 76 | 2376 | experimental |
| chongdashu/unreal-mcp An Unreal Engine 5 plugin plus a Python MCP server that lets AI assistant clients like Cursor, Windsurf, and Claude Desktop control Unreal … | 27 | 2065 | experimental |
| google/ax AX (Agent Executor) is a distributed agent runtime from Google that provisions isolated, suspendable/resumable environments to execute AI a… | 80 | 1970 | experimental |
| lorryjovens-hub/claude-code-rust A Tauri 2.0 desktop application (Rust backend, React 19 frontend) that wraps multiple LLM providers like Anthropic, OpenAI, and DeepSeek in… | 53 | 1666 | experimental |
| Emanuele-web04/synara Synara is a local-first desktop application that serves as a workspace and control plane for coding-agent runtimes like Claude Code, Codex,… | 77 | 1599 | experimental |
| punkpeye/mcp-remote A Node.js CLI proxy that lets MCP clients which only support local stdio servers connect to remote MCP servers over HTTP/SSE, including OAu… | 87 | 1562 | experimental |
| chmod777john/swarm-ide Swarm-IDE is a self-hosted IDE for orchestrating self-organizing agent swarms, where agents dynamically create sub-agents and communicate v… | 47 | 1500 | experimental |
| justrach/codedb codedb is a Zig-based code intelligence server that indexes a codebase once and serves structural queries (symbols, outlines, trigram searc… | 78 | 1367 | experimental |
| pacifio/atlas Atlas is a native macOS workspace and source-control layer for coding agents, linking every commit to the agent session, prompts, tool call… | 81 | 1306 | experimental |
| mozilla-ai/cq cq is an open standard and tooling for shared agent learning: AI coding agents persist, share, and query structured knowledge units so they… | 76 | 1258 | experimental |
| cinderline/northcinder NorthCinder is a self-hosted MCP server that acts as a buyer-side shopping agent, comparing products across user-chosen sources and explain… | 79 | 1214 | experimental |
| microsoft/powerbi-modeling-mcp A local MCP server from Microsoft that exposes Power BI semantic modeling capabilities to AI agents, enabling natural-language creation and… | 62 | 1127 | experimental |
| RooCodeInc/Roo-Code Roo Code is a VS Code extension that provides a team of AI coding agents inside the editor, with modes for coding, architecture planning, d… | 10 | 24324 | abandoned |
| transitive-bullshit/agentic Agentic is a marketplace and hosted MCP gateway that turns any MCP server or OpenAPI service into a paid, production-ready MCP product with… | 10 | 18116 | abandoned |
| langchain-ai/open-agent-platform Open Agent Platform is an open-source, no-code web platform for building, configuring, and managing LangGraph agents with RAG integration, … | 10 | 1901 | abandoned |
| mark3labs/mcphost MCPHost is a Go CLI host application that lets LLMs (Claude, OpenAI, Gemini, Ollama, and OpenAI-compatible endpoints) interact with externa… | 10 | 1597 | abandoned |
| elevenlabs/elevenlabs-mcp The official ElevenLabs Model Context Protocol (MCP) server, exposing ElevenLabs text-to-speech, speech-to-text, voice design, and conversa… | 10 | 1532 | abandoned |
| withoneai/pica Pica Community Edition is the open-source version of Pica, an agentic tooling platform that connects AI agents to hundreds of third-party a… | 70 | 1486 | abandoned |
| regenrek/deepwiki-mcp An unofficial MCP server that fetches deepwiki.com documentation, crawls its pages, converts them to Markdown, and serves them to MCP-compa… | 52 | 1383 | abandoned |
| icebird1998/drawio-scientific-illustrator A Codex plugin with MCP servers that lets an AI agent draw scientific figures live inside the visible draw.io desktop canvas, editing shape… | 64 | 1373 | abandoned |
| cfrs2005/claude-init A Chinese-localized project initialization toolkit for Claude Code that sets up an AI coding environment with MCP servers, agents, skills, … | 61 | 1366 | abandoned |
| aki66938/xhs-toolkit A Python MCP toolkit for Xiaohongshu (RED) creators that lets AI clients like Claude Desktop publish image/video notes, manage login cookie… | 60 | 1332 | abandoned |
| refreshdotdev/web-eval-agent An MCP server that launches a browser-use powered agent to autonomously test and debug web applications from within AI code editors like Cu… | 10 | 1240 | abandoned |
| Azure/azure-mcp The Azure MCP Server, a Model Context Protocol server that exposes Azure services and resources to AI agents. The repository has been archi… | 10 | 1223 | abandoned |
| ykdojo/kaguya Kaguya is a ChatGPT plugin that lets ChatGPT read, edit, and manage local files in a sandboxed directory and execute Python, JavaScript, an… | 29 | 1195 | abandoned |
| OpenClaw OpenClaw is a self-hosted personal AI assistant that runs on your own devices and connects LLM models, tools, and messaging channels throug… | 78 | 387718 | active |
| n8n n8n is a fair-code workflow automation platform with native AI capabilities, combining a visual canvas with custom JavaScript/Python code. … | 95 | 202527 | active |
| microsoft/vscode Visual Studio Code (Code - OSS) is Microsoft's open-source, Electron-based code editor combining editing, navigation, debugging, and a rich… | 95 | 189630 | stable |
| Firecrawl Firecrawl is an open-source web scraping and crawling API that turns websites into clean Markdown, structured JSON, screenshots, and other … | 88 | 172809 | active |
| langflow-ai/langflow Langflow is an open-source, Python-based visual builder for creating, testing, and deploying AI agents and workflows. It provides a drag-an… | 98 | 153719 | stable |
| Dify Dify is an open-source LLM application development platform for building agentic workflows and RAG pipelines in a collaborative visual work… | 93 | 153595 | active |
| Open WebUI Open WebUI is a self-hosted, extensible web interface for interacting with large language models, supporting Ollama, OpenAI-compatible APIs… | 90 | 150036 | active |
| Graphify-Labs/graphify Graphify is an open-source (Apache 2.0) Python CLI and /graphify skill that turns a codebase—including docs, SQL schemas, configs, and PDFs… | 77 | 111080 | active |
| Browser Use Browser Use is a Python library that lets LLM-powered AI agents control a web browser like a human — opening pages, clicking, typing, and f… | 84 | 110969 | active |
| Angular Angular is a TypeScript-based web development platform and framework maintained by Google for building scalable mobile and desktop web appl… | 95 | 101001 | stable |
| microsoft/playwright Playwright is a framework for web testing and browser automation that drives Chromium, Firefox, and WebKit through a single API, available … | 98 | 95186 | stable |
| odysseus-dev/odysseus Odysseus is a self-hosted, privacy-first AI workspace that combines chat, autonomous agents, tools/MCP integration, model serving, and deep… | 58 | 86318 | active |
| koala73/worldmonitor World Monitor is an open-source, real-time global intelligence dashboard that aggregates news, markets, military, maritime, aviation, infra… | 73 | 84360 | active |
| LobeHub LobeHub is an open-source AI chat and agent platform that lets users build, host, and orchestrate a team of AI agents operating around the … | 92 | 82022 | active |
| bytedance/deer-flow DeerFlow is an open-source SuperAgent harness from ByteDance that orchestrates a lead agent with sub-agents, memory, tools, skills, and Doc… | 72 | 80958 | active |
| netdata/netdata Netdata is an open-source, real-time infrastructure monitoring and observability platform with a lightweight agent that collects per-second… | 98 | 80307 | stable |
| D4Vinci/Scrapling Scrapling is an adaptive Python web scraping framework that handles everything from single requests to full-scale concurrent crawls. It fea… | 89 | 76660 | active |
| Panniantong/Agent-Reach Agent Reach is a Python CLI and MCP tool that gives AI agents the ability to read and search across platforms like Twitter, Reddit, YouTube… | 78 | 75643 | active |
| OpenBB-finance/OpenBB OpenBB's Open Data Platform (ODP) is an open-source Python toolset that integrates proprietary, licensed, and public financial data sources… | 91 | 72337 | active |