MCP ecosystem
MCP tools connecting models, services and data.
1modelcontextprotocol / serversOfficial MCP reference servers demonstrating tools, resources and prompt integrations.TypeScriptLicense not declaredInsufficient rank history91,745
2upstash / Context7Provide programming assistants with library documentation and code examples.TypeScriptMIT · PermissiveInsufficient rank history64,064
3ChromeDevTools / Chrome DevTools MCPGive agents access to Chrome debugging, performance and network tools.TypeScriptApache-2.0 · PermissiveInsufficient rank history54,643
4DeusData / codebase-memory-mcpLocal code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.CMIT · PermissiveInsufficient rank history48,000
5microsoft / Playwright MCPLet agents operate and inspect web pages through browser automation.TypeScriptApache-2.0 · PermissiveInsufficient rank history38,972
6github / GitHub MCP ServerConnect agents to GitHub repositories, issues and pull requests.GoMIT · PermissiveInsufficient rank history34,280
7oraios / serenaA powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agentPythonLicense not declaredInsufficient rank history31,017
8PrefectHQ / fastmcpPython framework for building MCP servers and clients.PythonApache-2.0 · PermissiveInsufficient rank history28,327
9modelcontextprotocol / MCP Python SDKBuild MCP servers and clients with Python.PythonMIT · PermissiveInsufficient rank history24,736
10czlonkowski / n8n-mcpA MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for youTypeScriptMIT · PermissiveInsufficient rank history23,192
11xerj-org / xerjAI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.RustApache-2.0 · PermissiveInsufficient rank history18,807
12xpzouying / xiaohongshu-mcpMCP for xiaohongshu.comGoApache-2.0 · PermissiveInsufficient rank history16,830
13googleapis / mcp-toolboxMCP server for connecting AI tools to databases.GoApache-2.0 · PermissiveInsufficient rank history16,816
14GLips / Figma-Context-MCPMCP server to provide Figma layout information to AI coding agents like CursorTypeScriptMIT · PermissiveInsufficient rank history16,173
15CoplayDev / unity-mcpUnity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.C#MIT · PermissiveInsufficient rank history15,751
16apify / apify-mcp-serverThe Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.TypeScriptMIT · PermissiveInsufficient rank history14,466
17modelcontextprotocol / MCP TypeScript SDKBuild MCP servers and clients with TypeScript.TypeScriptLicense not declaredInsufficient rank history13,719
18mrexodia / ida-pro-mcpAI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.PythonMIT · PermissiveInsufficient rank history13,320
190x4m4 / hexstrike-aiHexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.PythonMIT · PermissiveInsufficient rank history13,316
20tadata-org / fastapi_mcpIntegration component exposing authenticated FastAPI endpoints as MCP tools.PythonMIT · PermissiveInsufficient rank history12,026
