function: mcp
1289 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| getsentry/XcodeBuildMCP XcodeBuildMCP is a Model Context Protocol (MCP) server and CLI that exposes up to 82 tools for building, testing, debugging, and deploying … | 84 | 6289 | active |
| ThinkInAIXYZ/deepchat DeepChat is an open-source, local-first AI agent desktop client built with Electron that connects to multiple LLM providers like OpenAI, Cl… | 86 | 6288 | active |
| KunAgent/Kun Kun is a local-first AI agent workspace that lets AI plan, execute, verify, and deliver real work in coding, writing, design, research, and… | 80 | 6255 | active |
| nlweb-ai/NLWeb NLWeb is an open protocol and Python reference implementation for adding natural language conversational interfaces to websites, leveraging… | 63 | 6250 | active |
| Sylinko/Everywhere Everywhere is a cross-platform desktop AI assistant with on-screen awareness that reads the context of whatever app you're using via access… | 83 | 6249 | active |
| lharries/whatsapp-mcp A Model Context Protocol (MCP) server that connects an LLM agent like Claude Desktop or Cursor to a personal WhatsApp account via the Whats… | 24 | 6196 | active |
| Gentleman-Programming/engram Engram is a persistent memory system for AI coding agents, shipped as a single agent-agnostic Go binary backed by SQLite with FTS5 full-tex… | 76 | 6184 | active |
| epiral/bb-browser bb-browser is a TypeScript CLI and MCP server that lets AI agents control your real Chrome browser using your existing login state, exposin… | 70 | 6128 | active |
| mobile-next/mobile-mcp An open-source Model Context Protocol (MCP) server that lets AI agents and LLMs control iOS and Android devices—emulators, simulators, and … | 86 | 6033 | active |
| Ed1s0nZ/CyberStrikeAI CyberStrikeAI is a Go-based AI-native cybersecurity platform that combines LLM-powered agents, MCP-native tools, RAG knowledge bases, and v… | 79 | 5991 | active |
| Gentleman-Programming/gentle-ai Gentle-AI is a Go CLI tool that configures and enhances AI coding agents you already have installed (like Claude Code, OpenCode, or Cursor)… | 77 | 5964 | active |
| MinishLab/semble Semble is a fast, CPU-only code search library built for coding agents, providing semantic and hybrid search over codebases with ~99% fewer… | 80 | 5958 | active |
| jacob-bd/gemini-notebook-mcp-cli A Python tool providing programmatic access to Google's Gemini Notebook (formerly NotebookLM) through a CLI and an MCP server. It lets user… | 78 | 5946 | active |
| tradesdontlie/tradingview-mcp An MCP bridge that connects Claude Code to a locally running TradingView Desktop app via Chrome DevTools Protocol, enabling AI-assisted cha… | 57 | 5858 | active |
| ModelEngine-Group/nexent Nexent is a zero-code, self-hosted platform for auto-generating production-grade AI agents from natural language prompts, built on Harness … | 85 | 5839 | active |
| sooperset/mcp-atlassian A Model Context Protocol (MCP) server that connects AI assistants like Claude Desktop and Cursor to Atlassian Jira and Confluence, supporti… | 84 | 5797 | active |
| Klavis-AI/klavis Klavis AI is an open-source MCP (Model Context Protocol) integration platform that lets AI agents connect to 100+ prebuilt tool integration… | 65 | 5793 | active |
| agent-infra/sandbox AIO Sandbox is an all-in-one Docker container environment for AI agents that bundles a browser (with VNC), shell terminal, filesystem, VSCo… | 82 | 5790 | active |
| 21st-dev/magic-mcp Magic MCP is a legacy compatibility proxy package that forwards MCP requests to the unified 21st MCP server, which lets AI coding agents li… | 63 | 5735 | active |
| Q00/ouroboros Ouroboros is an 'Agent OS' that manages AI coding agent workflows through interview-gated requirement capture, staged evaluation, and a bud… | 78 | 5687 | active |
| zhongerxin/Cowart Cowart is a Codex plugin that provides a native infinite canvas widget built on tldraw for brainstorming, annotating images, and AI-driven … | 58 | 5683 | active |
| ZSeven-W/openpencil OpenPencil is an open-source, AI-native vector design application where users generate and edit UI designs on an infinite canvas via natura… | 68 | 5673 | active |
| OpenBMB/UltraRAG UltraRAG is a low-code Python framework from OpenBMB for building complex RAG pipelines using MCP servers and YAML-based orchestration with… | 80 | 5672 | active |
| executeautomation/mcp-playwright A Model Context Protocol (MCP) server that exposes Playwright browser automation to LLM clients like Claude Desktop, Cline, and Cursor IDE.… | 47 | 5635 | active |
| zhukunpenglinyutong/jetbrains-cc-gui A JetBrains IntelliJ IDEA plugin providing a visual GUI for Claude Code and OpenAI Codex AI coding assistants. It adds conversation, agent,… | 83 | 5609 | active |
| iflytek/astron-rpa AstronRPA is an open-source enterprise-grade Robotic Process Automation desktop application with a visual low-code/no-code designer for aut… | 70 | 5540 | active |
| agentscope-ai/AgentTeams AgentTeams is an open-source collaborative multi-agent runtime platform that orchestrates multiple Agent containers using a Manager-Workers… | 81 | 5492 | active |
| cloudflare/agents A TypeScript SDK for building persistent, stateful AI agents on Cloudflare Workers, powered by Durable Objects. Each agent gets durable ide… | 83 | 5490 | active |
| Coding-Solo/godot-mcp A Model Context Protocol (MCP) server that lets AI assistants interface with the Godot game engine. It provides tools for launching the God… | 55 | 5377 | active |
| breaking-brake/cc-wf-studio CC Workflow Studio is a VSCode extension (with companion CLI and MCP packages) for visually designing AI agent workflows on a canvas and ex… | 76 | 5364 | active |
| aaddrick/claude-desktop-debian An unofficial repackaging project that distributes Anthropic's official Claude Desktop Linux .deb as .rpm, AppImage, Nix flake, and AUR pac… | 83 | 5361 | active |
| nanbingxyz/5ire 5ire is a cross-platform desktop AI assistant and MCP (Model Context Protocol) client that connects to major LLM providers like OpenAI, Ant… | 81 | 5346 | active |
| oomol-lab/open-connector OpenConnector is an open-source connector gateway that lets users authorize SaaS app accounts once and exposes 1,000+ providers and 10,000+… | 80 | 5316 | active |
| FunnyWolf/Viper VIPER is a self-hosted red teaming and adversary simulation platform with a web UI, 100+ post-exploitation modules covering MITRE ATT&CK, a… | 85 | 5279 | active |
| Galaxy-Dawn/claude-scholar A semi-automated research assistant framework that augments AI coding agents (Claude Code, Codex CLI, Kimi Code CLI, OpenCode) with workflo… | 61 | 5216 | active |
| excalidraw/excalidraw-mcp An MCP (Model Context Protocol) server that lets AI clients like Claude and ChatGPT generate and stream interactive hand-drawn Excalidraw d… | 60 | 5183 | active |
| MCP-UI-Org/mcp-ui mcp-ui is an SDK implementing the MCP Apps standard for delivering interactive UI over the Model Context Protocol. It provides client SDKs … | 73 | 5108 | active |
| tech-leads-club/agent-skills A curated, security-reviewed registry of skills (packaged instructions and resources) that extend AI coding agents like Claude Code, Cursor… | 76 | 5080 | active |
| openclaw/Peekaboo Peekaboo is a macOS CLI and menu-bar app that captures screenshots, inspects the accessibility tree, and automates native UI interactions l… | 85 | 5061 | active |
| apify/apify-mcp-server The Apify MCP Server exposes thousands of Apify Store scrapers, crawlers, and automation tools to AI agents via the Model Context Protocol,… | 84 | 5059 | active |
| withcoral/coral Coral is a local SQL query engine that exposes APIs, files, and live data sources as read-only tables you can query and join with standard … | 81 | 4975 | active |
| openclaw/mcporter MCPorter is a TypeScript runtime and CLI for discovering, inspecting, and calling Model Context Protocol (MCP) servers without boilerplate.… | 83 | 4960 | active |
| SolaceLabs/solace-agent-mesh Solace Agent Mesh is an open-source Python framework for building event-driven multi-agent AI systems where specialized agents collaborate … | 82 | 4954 | active |
| campfirein/byterover-cli ByteRover CLI (brv) is a TypeScript-based interactive REPL/TUI tool that gives AI coding agents a persistent, structured memory layer via a… | 76 | 4948 | active |
| trailhq/Graft Graft is an open-source context layer for large codebases that builds a deterministic code graph using tree-sitter AST parsing and exposes … | 58 | 4948 | active |
| exa-labs/exa-mcp-server An open-source MCP (Model Context Protocol) server that connects AI assistants and agents to Exa's web search, code search, content fetchin… | 66 | 4926 | active |
| internet-court/internet-court-skill An open Agent Skill / Claude Code plugin that acts as a trust layer for agent-to-agent commerce, combining natural-language mandates, ERC-7… | 57 | 4900 | active |
| ag2ai/ag2 AG2 (formerly AutoGen) is an open-source Python framework for building AI agents and orchestrating multi-agent systems, supporting LLM inte… | 84 | 4890 | active |
| aipotheosis-labs/aci ACI.dev is an open-source tool-calling platform that connects 600+ SaaS tools to AI agents and agentic IDEs via direct function calling or … | 62 | 4885 | active |
| akitaonrails/ai-memory A Rust CLI and MCP server that provides long-term memory for AI coding agent CLIs like Claude Code, Codex, and Devin. It captures session c… | 76 | 4845 | active |
| eastlondoner/vibe-tools vibe-tools is a TypeScript CLI that gives AI coding agents like Cursor an 'AI team' of subagents and advanced skills such as browser automa… | 38 | 4824 | active |
| 54yyyu/zotero-mcp A Model Context Protocol (MCP) server that connects a Zotero research library to AI assistants like Claude, ChatGPT, Cursor, and Cherry Stu… | 87 | 4796 | active |
| WorldBrain/Memex Memex is a browser extension (Chrome/Firefox) for curating, annotating, highlighting, tagging, and full-text searching web content and PDFs… | 48 | 4715 | active |
| truefoundry/trueforge TrueForge is an open-source agent harness that provides the runtime layer turning an LLM into a working agent, with MCP tools, skills, sand… | 79 | 4552 | active |
| VRSEN/agency-swarm Agency Swarm is a Python framework for building multi-agent AI applications on top of the OpenAI Agents SDK. It lets developers define spec… | 92 | 4540 | active |
| phodal/auto-dev AutoDev is an AI-native multi-agent coding development platform built on Kotlin Multiplatform, distributed as an IntelliJ IDEA plugin, VS C… | 85 | 4535 | active |
| homeassistant-ai/ha-mcp An unofficial Model Context Protocol (MCP) server that lets AI assistants like Claude Desktop, Claude.ai, and ChatGPT control Home Assistan… | 80 | 4523 | active |
| NateBJones-Projects/OB1 Open Brain is a self-hosted personal memory infrastructure combining a vector-search database, an AI gateway, and an MCP server so any AI t… | 59 | 4508 | active |
| benjitaylor/agentation Agentation is a React component (npm package) that adds a floating toolbar to web apps, letting users click elements, select text, and anno… | 54 | 4456 | active |
| embabel/embabel-agent Embabel Agent is an agentic AI framework for the JVM, written in Kotlin with first-class Java and Spring Boot support. It provides typed, g… | 86 | 4386 | active |
| jupyterlab/jupyter-ai Jupyter AI is an open-source JupyterLab extension that connects agentic AI assistants to computational notebooks via the Agent Client Proto… | 97 | 4382 | active |
| open-webui/mcpo mcpo is a lightweight Python proxy that takes any MCP (Model Context Protocol) server command and exposes its tools as a standard OpenAPI-c… | 70 | 4357 | active |
| MarkusPfundstein/mcp-obsidian An MCP (Model Context Protocol) server that lets AI assistants like Claude interact with an Obsidian vault through the Local REST API commu… | 65 | 4343 | active |
| antvis/mcp-server-chart A Model Context Protocol (MCP) server, written in TypeScript, that exposes tools for generating 26+ chart types using the AntV visualizatio… | 76 | 4341 | active |
| Spec Workflow A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development.… | 58 | 4292 | active |
| atilaahmettaner/tradingview-mcp An MCP server exposing TradingView market data, technical indicators, screeners, and backtesting as tools for AI assistants like Claude, Ch… | 62 | 4234 | active |
| TabularisDB/tabularis Tabularis is an open-source desktop SQL workspace client supporting PostgreSQL, MySQL/MariaDB, SQLite, and 15+ other databases like DuckDB,… | 78 | 4216 | active |
| haris-musa/excel-mcp-server A Model Context Protocol (MCP) server that lets AI agents create, read, and modify Excel workbooks without Microsoft Excel installed. It su… | 70 | 4143 | active |
| CodeGraphContext/CodeGraphContext CodeGraphContext (CGC) is an MCP server and CLI tool that indexes local codebases into a graph database, exposing code structure and relati… | 84 | 4126 | active |
| cloudflare/mcp-server-cloudflare A collection of Model Context Protocol (MCP) servers from Cloudflare that let MCP clients like Cursor or Claude manage Cloudflare services … | 84 | 4117 | active |
| Waishnav/devspace DevSpace is a self-hosted MCP server and CLI that gives ChatGPT or Claude Web a secure connection to your local machine so they can read, e… | 80 | 4026 | active |
| IvanMurzak/Unity-MCP A Unity plugin, MCP server, and CLI that lets AI agents (Claude, Cursor, Copilot, Gemini, Codex, etc.) build, edit, and playtest Unity game… | 82 | 3989 | active |
| OpenBMB/PilotDeck PilotDeck is an open-source, task-oriented AI agent productivity platform built around the concept of 'WorkSpace', developed by THUNLP, Mod… | 80 | 3961 | active |
| microsoft/flint-chart Flint is a visualization intermediate language and TypeScript library that compiles compact, human-editable chart specs into Vega-Lite, ECh… | 80 | 3952 | active |
| yuruotong1/autoMate autoMate is a self-hosted local automation assistant and MCP tool server that gives AI clients persistent notes, files, reminders, memory, … | 86 | 3951 | active |
| parcadei/Continuous-Claude-v3 A framework that turns Claude Code into a persistent, multi-agent development environment with context management across sessions. It uses … | 45 | 3930 | active |
| sourcebot-dev/sourcebot Sourcebot is a self-hosted code search and code intelligence platform that indexes repos across GitHub, GitLab, Bitbucket, Azure DevOps, Ge… | 85 | 3905 | active |
| midday-ai/packrun packrun.dev is a web service and MCP server that scores, compares, and ranks npm packages across 50+ categories using live metrics like dow… | 52 | 3836 | active |
| remorses/playwriter Playwriter is a Chrome extension plus CLI/MCP tool that lets AI agents control your real, already-logged-in Chrome browser by executing Pla… | 83 | 3818 | active |
| elementalsouls/Claude-BugHunter A Claude Code skill bundle that turns Claude into a bug-hunting and red-team assistant, with 83 skills, 15 slash commands, and 681 disclose… | 77 | 3801 | active |
| nageoffer/ragent Ragent AI is a production-grade Java platform for building Agentic RAG applications, covering document ingestion, hybrid retrieval (vector,… | 78 | 3779 | active |
| basicmachines-co/basic-memory Basic Memory is an open-source, local-first MCP server that gives AI assistants persistent memory as a knowledge graph of plain Markdown fi… | 84 | 3769 | active |
| Chevey339/kelivo Kelivo is an open-source, cross-platform LLM chat client built with Flutter that runs on Android, iOS, HarmonyOS, Windows, macOS, and Linux… | 84 | 3766 | active |
| springdoc/springdoc-openapi springdoc-openapi is a Java library that automatically generates OpenAPI 3 API documentation for Spring Boot applications, with built-in Sw… | 97 | 3737 | stable |
| openai/openai-agents-js A lightweight, provider-agnostic TypeScript/JavaScript framework from OpenAI for building multi-agent LLM workflows, including text agents,… | 81 | 3714 | active |
| Manavarya09/design-extract designlang is an open-source CLI (npx designlang <url>) that uses a Playwright-driven headless browser to reverse-engineer any website's de… | 76 | 3710 | active |
| loov/lensm Lensm is a GUI tool for viewing Go assembly alongside source code, with support for C/C++/Rust binaries via symbol tables and DWARF debug i… | 67 | 3690 | active |
| Deepractice/PromptX PromptX is an AI Agent Context Platform built on the Model Context Protocol (MCP) that injects professional AI roles, a cognitive memory sy… | 71 | 3688 | active |
| inkeep/open-knowledge OpenKnowledge is an AI-native WYSIWYG markdown editor and knowledge base app for humans and LLM agents, available as a desktop app (macOS, … | 76 | 3663 | active |
| yvgude/lean-ctx LeanCTX is a local-first Rust binary that acts as a context engineering layer for AI coding agents, providing an MCP server, shell output c… | 77 | 3656 | active |
| opensumi/core OpenSumi is a TypeScript framework for building AI-native IDE products, supporting both Electron desktop and web-based (WebIDE) deployments… | 79 | 3654 | active |
| langchain-ai/langchain-mcp-adapters A lightweight Python library that adapts Anthropic Model Context Protocol (MCP) tools into LangChain/LangGraph-compatible tools. It provide… | 86 | 3642 | active |
| microsoft/mcp Microsoft's official catalog and monorepo of MCP (Model Context Protocol) server implementations, including Azure MCP and Microsoft Fabric … | 86 | 3604 | active |
| kagent-dev/kagent kagent is a Kubernetes-native framework for building, deploying, and managing AI agents as first-class Kubernetes resources via CRDs. It su… | 83 | 3595 | active |
| laravel/boost Laravel Boost is an official MCP (Model Context Protocol) server that gives AI coding agents like Claude Code and Cursor deep insight into … | 81 | 3592 | active |
| bethington/ghidra-mcp A Model Context Protocol (MCP) server and Ghidra plugin exposing 250+ tools that let AI agents drive Ghidra's reverse engineering capabilit… | 83 | 3508 | active |
| swarmpit/swarmpit Swarmpit is a lightweight, self-hosted web UI for managing Docker Swarm clusters, covering stacks, services, secrets, volumes, and networks… | 81 | 3483 | active |
| tutti-os/tutti Tutti is a local-first desktop workspace where multiple AI coding agents (Claude Code, Codex, Cursor, OpenCode) share one real-time context… | 80 | 3451 | active |
| nowork-studio/notfair-plugin An open-source collection of 45 marketing skills (SEO, GEO/AEO, paid media, analytics) packaged as a Claude Code plugin and MCP connector f… | 59 | 3415 | active |
| bytebase/dbhub DBHub is a minimal, token-efficient MCP server that lets AI clients like Claude, Cursor, and VS Code connect to and explore PostgreSQL, MyS… | 86 | 3407 | active |