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

mobile app connect with cloudflare MCP server

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 wrapper for seamless integration MCP-servers with different open-source large language models from transformers library.

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

A free, open-source service that transforms GitHub projects into MCP endpoints, enabling AI assistants to access and understand project documentation without any setup.

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 Server Application with RAG

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

An MCP server for MotherDuck and local DuckDB.

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

This project is a Java-based MCP (Model-Context-Protocol) server designed to manage appointment data from the database.It provides a modular framework that exposes internal tools for data access and manipulation, with built-in support for AI-driven features

PromptFuzzer-MCP

MCP Server for using Garak LLM vulnerability scanner

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

An MCP server that enables managing multiple lines of thought with features like branch navigation, cross-references between related thoughts, and insight generation from key points.

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.