Discover Awesome MCP Servers

propublica-mcp

A Model Context Protocol (MCP) server that provides access to ProPublica's Nonprofit Explorer API, enabling AI models to search and analyze nonprofit organizations' Form 990 data for CRM integration and prospect research.

MCP客户端应用

移动应用程序连接到 Cloudflare MCP 服务器。 (Yídòng yìngyòng chéngxù liánjiē dào Cloudflare MCP fúwùqì.)

Brave Search MCP Server

Integrates Brave Search API to enable web, image, video, news, and local business searches with filtering options like result count and content freshness.

Easy Notion MCP

Markdown-first Notion MCP server — 26 tools, 92% fewer tokens, full round-trip fidelity

MCP-OpenLLM

LangChain 封装器，用于将 MCP 服务器与 transformers 库中不同的开源大型语言模型无缝集成。

md2confluence-mcp

Upload Markdown to Confluence with auto-converted Mermaid diagrams, code blocks, images, and tables. Supports creating, updating, and syncing pages.

Prompt Ops MCP

Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.

MCP Agent Mail

A coordination layer for coding agents that provides memorable identities, inbox/outbox messaging, searchable message history, and file lease management to prevent conflicts. Uses Git for human-auditable artifacts and SQLite for fast queries, enabling multiple agents to collaborate across projects without stepping on each other.

MCP Demo — GitHub Copilot + Your Database

An MCP server that enables AI assistants to query and interact with SQLite databases through natural language. It includes built-in security guardrails such as PII redaction, SQL injection blocking, and query rate limiting.

CodeWalker

An MCP server that indexes Python codebase structures to help AI assistants discover and reuse existing functions instead of duplicating code. It enables real-time searching of function metadata, duplicate detection, and structural analysis across multiple projects.

Feishu MCP Server

Enables AI assistants to directly read, write, and manage Feishu documents, spreadsheets, and multi-dimensional tables. It supports automated documentation tasks and rich text management, including Mermaid diagrams and image uploads.

Spire.XLS MCP Server

A robust solution that enables AI agents to create, read, modify, and convert Excel files through the Model Context Protocol without requiring Microsoft Office installation.

ddg--mcp5

A basic MCP server template with example tools including message echo and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports.

GitMCP

一个免费的开源服务，可以将 GitHub 项目转换为 MCP 端点，使 AI 助手无需任何设置即可访问和理解项目文档。

MCP OI-Wiki

Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.

Spotify MCP Server

Enables AI assistants to control Spotify playback, search for music, manage playlists, and interact with your Spotify library through natural language commands.

MCP APP

MCP 服务器应用程序，带有 RAG (检索增强生成)

Orchestrator MCP

An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanced workflow automation and production-ready context engine capabilities for codebase analysis.

JobGPT MCP Server

Provides tools to search & auto-apply to jobs directly on company websites, generate custom resumes, get contacts of recruiters and referrals and track applications easily

AIOS Co-Founder MCP

Enables users to interact with a business co-founder/executive assistant that integrates with Google services (Gmail, Calendar, Contacts), web search, and includes approval gating for sensitive operations.

Sequential Thinking MCP Server

Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.

chesscom-mxcp

An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, analytics, audit trails, and advanced data analysis capabilities. https://mxcp.dev/

MotherDuck

一个用于 MotherDuck 和本地 DuckDB 的 MCP 服务器。

Fund MCP Server

A Model Context Protocol server that provides access to a fund knowledge base. Enables users to query and interact with financial fund information through natural language.

mcp-server-appointment-management

这个项目是一个基于 Java 的 MCP (模型-上下文-协议) 服务器，旨在管理来自数据库的预约数据。它提供了一个模块化的框架，暴露了用于数据访问和操作的内部工具，并内置了对 AI 驱动功能的支持。

PromptFuzzer-MCP

使用 Garak LLM 漏洞扫描器的 MCP 服务器

ICE Locator MCP Server

Enables searching for ICE detainee locations using AI-powered natural language queries, with support for bulk operations, multilingual searches, and legal report generation for families and legal representatives.

Git Mob MCP Server

Enables management of co-authors for pair and mob programming sessions by automatically appending Co-authored-by trailers to git commit messages. It allows users to add, list, and configure team members as active co-authors using the git-mob CLI.

Branch Thinking

一个 MCP 服务器，能够管理多条思路，并提供诸如分支导航、相关思路之间的交叉引用以及从关键点生成洞见等功能。

Gemini MCP Server

Provides access to Google's Gemini API for multi-turn conversations and image generation using Nano Banana, serving as a drop-in alternative to Codex MCP.