General-purpose Model Context Protocol servers, curated lists and MCP infrastructure for connecting AI assistants to tools and data.
The Model Context Protocol (MCP) is an open standard for connecting AI applications to tools and data. This category collects general-purpose MCP servers, curated lists and infrastructure that do not fit a single functional category, such as web search, transport bridges and community directories. Servers built for a specific job (browsers, GitHub, databases) are listed in their functional categories.
Before connecting a server, check who publishes it, whether it is actively maintained, exactly which tools it exposes, whether it runs locally or remotely, how it handles credentials and what license it uses. Start with read-only access and narrowly scoped tokens. Our guides "What Is MCP?" and "How to Choose an MCP Server" cover setup and evaluation step by step.
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| Name | Tagline | Category | Stars | License | Updated |
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GitHub MCP ServerMost PopularEssential··· API Integration ·GitHub's official MCP Server. Allows AI agents to interact directly with your GitHub repositories (read files, search code, issues). | GitHub's official MCP Server. Allows AI agents to interact directly with your GitHub repositories (read files, search code, issues). | API Integration | ★ 34.0k | MIT | 2026-10-23 |
awesome-mcp-serversMost PopularEssential··· MCP Servers ·A collection of MCP servers. | A collection of MCP servers. | MCP Servers | ★ 96.9k | MIT | 2026-10-23 |
Figma-Context-MCPMost PopularEssential··· API Integration ·MCP server to provide Figma layout information to AI coding agents like Cursor | MCP server to provide Figma layout information to AI coding agents like Cursor | API Integration | ★ 16.1k | MIT | 2026-10-27 |
fastapi_mcpMost PopularEssential Dev Tooling ·Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | Dev Tooling | ★ 12.0k | MIT | 2025-11-24 |
pal-mcp-serverMost PopularEssential Code Assistant ·The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one. | The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one. | Code Assistant | ★ 11.8k | Apache-2.0 | 2025-12-15 |
git-mcpModel Context ProtocolAI Assistant Code Assistant ·Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project | Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project | Code Assistant | ★ 8.5k | Apache-2.0 | 2026-05-08 |
mcpEssentialTrending API Integration ·AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP. | AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP. | API Integration | ★ 9.8k | — | 2026-10-27 |
Windows-MCPMost PopularEssential··· MCP Servers ·MCP Server for Computer Use in Windows | MCP Server for Computer Use in Windows | MCP Servers | ★ 10.5k | MIT | 2026-10-27 |
mcp-context-forgeEssentialTrending Observability ·A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP). | A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP). | Observability | ★ 4.7k | Apache-2.0 | 2026-10-27 |
MCP-Chinese-Getting-Started-GuideMCPLLM MCP Servers ·Model Context Protocol(MCP) 编程极速入门 | Model Context Protocol(MCP) 编程极速入门 | MCP Servers | ★ 3.6k | — | 2025-04-23 |
gemini-mcp-toolEssential Code Assistant ·MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding | MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding | Code Assistant | ★ 2.3k | MIT | 2026-07-21 |
cursor-talk-to-figma-mcpEssential API Integration ·TalkToFigma: MCP integration between Cursor and Figma, allowing Cursor Agentic AI to communicate with Figma for reading designs and modifying them programmatically. | TalkToFigma: MCP integration between Cursor and Figma, allowing Cursor Agentic AI to communicate with Figma for reading designs and modifying them programmatically. | API Integration | ★ 7.1k | MIT | 2026-07-26 |
whatsapp-mcpWhatsAppMCP API Integration ·WhatsApp MCP server | WhatsApp MCP server | API Integration | ★ 6.7k | MIT | 2025-07-13 |
google_workspace_mcpEssentialTrending API Integration ·Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server | Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server | API Integration | ★ 3.4k | MIT | 2026-10-27 |
golfMCPPython Observability ·Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents | Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents | Observability | ★ 840 | Apache-2.0 | 2026-09-09 |
obsidian-mcp-serverTrending API Integration ·Obsidian Knowledge-Management MCP (Model Context Protocol) server that enables AI agents and development tools to interact with an Obsidian vault. It provides a comprehensive suite of tools for reading, writing, searching, and managing notes, tags, and frontmatter, acting as a bridge to the Obsidian Local REST API plugin. | Obsidian Knowledge-Management MCP (Model Context Protocol) server that enables AI agents and development tools to interact with an Obsidian vault. It provides a comprehensive suite of tools for reading, writing, searching, and managing notes, tags, and frontmatter, acting as a bridge to the Obsidian Local REST API plugin. | API Integration | ★ 700 | Apache-2.0 | 2026-10-26 |
Stripe MCPPaymentsFinance API Integration ·Enable your Agent to process payments, check subscriptions, and manage customers via Stripe API. | Enable your Agent to process payments, check subscriptions, and manage customers via Stripe API. | API Integration | ★ 450 | — | 2026-01-12 |
xiaohongshu-mcpMost PopularTrending API Integration ·MCP for xiaohongshu.com | MCP for xiaohongshu.com | API Integration | ★ 16.6k | Apache-2.0 | 2026-10-26 |
registryEssentialTrending MCP Servers ·A community driven registry service for Model Context Protocol (MCP) servers. | A community driven registry service for Model Context Protocol (MCP) servers. | MCP Servers | ★ 7.4k | Apache-2.0 / MIT (transitioning) | 2026-10-27 |
klavisEssential API Integration ·Klavis AI (YC X25): MCP integration platforms that let AI agents use tools reliably at any scale | Klavis AI (YC X25): MCP integration platforms that let AI agents use tools reliably at any scale | API Integration | ★ 5.8k | Apache-2.0 | 2026-06-01 |