Discover Awesome MCP Servers

MCP Registry

A central registry MCP server that routes requests to specialized AI services including embeddings, PDF extraction, reranking, vector search (Qdrant), PostgreSQL, LLM completions, markup, and transcription. Includes a proxy server with RAG pipeline for document processing and retrieval.

MCP NodeJS Debugger

Allows Claude to directly debug a NodeJS server by setting breakpoints, inspecting variables and stepping through code.

Expense Tracker MCP Server

Enables natural language expense management with SQLite storage, allowing users to add expenses, view totals, and list all expenses through conversational commands.

Directus MCP Server

Enables comprehensive interaction with Directus CMS including collection management, file operations, flow automation, user management, and schema analysis through natural language commands.

crypto-stocks-mcp

An MCP server that tracks real-time data for major crypto-related stocks to help AI agents analyze blockchain investment opportunities.

Almide MCP Server

Enables AI agents to compile, execute, and check Almide code for syntax or compilation errors. It provides tools for generating ASTs and accessing language grammar resources.

BetterMCPFileServer

镜子 (jìng zi)

AI Agent Marketplace Index Search

支持通过关键词或类别搜索 AI 智能体，让用户能够在各个市场中发现诸如编码智能体、GUI 智能体或特定行业助手等工具。

Fabric MCP Server

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

Superset MCP Server - TypeScript

Enables AI assistants to interact with Apache Superset instances programmatically, providing 45+ tools for dashboard management, chart creation, database operations, SQL execution, and complete Superset API coverage. Supports multiple transport modes including stdio, SSE, and HTTP streaming for flexible deployment options.

MCP RAG Server

一个机器对话协议（Machine Conversation Protocol, MCP）服务器，它使 AI 代理能够通过查询包含 Sui Move 语言文档的 FAISS 向量数据库来执行检索增强生成（Retrieval-Augmented Generation, RAG）。

Citesurf MCP

Enables brand visibility monitoring across major AI platforms like ChatGPT, Claude, Gemini, and Perplexity. It allows users to track visibility scores, analyze competitor data, and receive actionable insights to improve AI-generated brand recommendations.

Draw.io MCP Server

Enables programmatic creation and management of draw.io diagrams through MCP tools. Supports building architecture diagrams, flowcharts, and visualizations with stateless operations that generate VSCode-compatible .drawio.svg files.

USCardForum MCP Server

Enables interaction with USCardForum.com, a Discourse-based community for US credit cards and miles. Provides 22 tools for discovering topics, reading posts, researching user profiles, and managing authenticated actions like notifications and bookmarks.

Tenderned MCP Server

a POC Tenderned MCP server to fetch Tenderned data

Python MCP Template

A DevOps-friendly template for building MCP servers with CI/CD, Docker support, and automatic documentation generation using fastmcp and FastAPI.

MCP Server for Netwrix Access Analyzer

镜子 (jìng zi)

Jokes MCP Server

A Model Context Protocol server that delivers various types of jokes (Chuck Norris, Dad jokes, etc.) to Microsoft Copilot Studio and GitHub Copilot upon user request.

Fast Context MCP

Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.

Authorize.net MCP Server

Provides read-only access to Authorize.net transaction reporting APIs, enabling users to query settled batches, transaction details, customer payment history, and settlement statistics directly from AI assistants.

Polarion MCP Server

Enables interaction with Siemens Polarion requirements management system through natural language. Supports authentication, project management, work item queries, document access, and requirements analysis.

MCP WooCommerce Server

Enables interaction with WooCommerce stores through the REST API. Supports product search, order management, and e-commerce operations through natural language commands.

MCP Odoo

A TypeScript middleware that connects to Odoo via XML-RPC and provides HTTP API endpoints for querying leads, customers, and activities. Enables integration with orchestrators and LLM systems to interact with Odoo data through natural language.

Testmo MCP Server

Enables AI assistants to interact with Testmo test management platform for creating, reading, updating, and deleting test cases, managing folders, and organizing test runs through natural language.

Cloudant MCP Server by CData

This read-only MCP Server allows you to connect to Cloudant data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

GitHub PR Comments Server

一个 MCP 服务器，它使用 GitHub 个人访问令牌来获取带有文件路径、行范围和回复的 GitHub Pull Request 评论。 (Or, a slightly more technical translation:) 一个 MCP 服务器，使用 GitHub 个人访问令牌获取 GitHub Pull Request 的评论，包括文件路径、行范围以及回复信息。

NetlifyMCPServer

A basic example of developing and running serverless Model Context Protocol (MCP) using Netlify Functions, enabling AI agents to interact with your services via a standardized API.

bridge-rates-mcp

bridge-rates-mcp

Gemini MCP Server

Enables AI assistants to perform real-time internet searches and get AI-powered analysis of current information through the gemini-cli tool.