Discover Awesome MCP Servers

Pydantic AI Documentation Server

Provides programmatic access to Pydantic-AI documentation as an MCP server, enabling retrieval of specific documents, listing of topics, and access to changelog information.

NetBox MCP Server

Enables read-only interaction with NetBox network documentation and infrastructure data through LLMs. Allows querying devices, sites, IP addresses, and viewing change history via natural language.

Remote MCP Server

A Cloudflare Workers-based Model Context Protocol server that enables Claude Desktop and other MCP clients to connect and use mathematical tools via a secure OAuth login.

Ant Design Components MCP Server

将 Ant Design 组件文档暴露给大型语言模型，使 LLM 能够通过专门的工具来探索和理解 Ant Design 组件，这些工具包括：列出组件、查看文档、检查 props 以及浏览代码示例。

Chroma MCP Server

Enables LLMs to perform semantic search and document management using ChromaDB, supporting natural language queries with intuitive similarity metrics for retrieval augmented generation applications.

Cox's Bazar AI Itinerary MCP Server

Provides travel planning tools for Cox's Bazar, Bangladesh, including weather forecasts, AI-powered itinerary generation, and pre-configured travel planning prompts.

Zotero MCP Server

Enables semantic search and management of Zotero reference libraries using PostgreSQL with pg-vector and OpenAI/Ollama embeddings. Provides AI-powered search, full-text extraction, metadata access, annotations, notes, tags, and collections management.

MCP RAG

A complete MCP server for Retrieval-Augmented Generation with file management and vector memory for agents. Supports multiple document formats (PDF, DOCX, TXT, MD, CSV, JSON) with semantic search using Hugging Face embeddings and ChromaDB for efficient vector storage.

MCP for Vivado

An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

BLS (Bureau of Labor Statistics) MCP Server

Provides access to U.S. labor market data including employment statistics, Consumer Price Index inflation rates, and wage information. Users can query specific time series data or use shortcuts for common economic indicators like unemployment and industry-specific employment.

Obsidian MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with your Obsidian vault through the Local REST API plugin, allowing reading, creating, searching, and managing notes.

Simple Commands MCP Server

Enables AI assistants to execute predefined developer commands and manage long-running processes through a JSON configuration file. Supports both one-shot commands and daemon processes with automatic process lifecycle management.

REMnux MCP Server

Enables AI assistants to execute malware analysis tools on a REMnux system via Docker, SSH, or local connections. It provides automated file-type analysis, structured tool discovery, and security guardrails for streamlined malware investigation.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK. Includes example tools for calculations and greetings, plus system information resources.

GoalGorithm MCP Server

Provides soccer match predictions and league statistics using xG data and Poisson distribution models. It enables users to forecast outcomes, analyze team performance, and view league tables across major European football leagues.

Pexpect MCP Server

Enables AI assistants to execute Python code with pexpect functionality for interactive debugging sessions with command-line tools like LLDB and GDB. Maintains a stateful Python session allowing programmatic control of interactive processes.

Sysinternals MCP Server

Exposes Sysinternals and NirSoft Windows diagnostic binaries as MCP tools with safe subprocess execution. Dynamically registers tools from a binaries directory with built-in security filters for destructive operations.

QMYZ-MCP

An MCP server for the Qingma Yizhan (青马易战) platform that provides automated quiz-answering capabilities. It enables users to retrieve course lists, fetch question details, and submit answers through a unified model context interface.

MCP Learning Project

A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.

OpticMCP

Provides camera and vision tools for AI assistants to list available cameras, capture images from USB cameras, and save frames to disk for use with LLMs.

scvi-tools MCP Server

Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

Todoist MCP Server

Provides Todoist task management capabilities to AI assistants through the Model Context Protocol. Enables users to interact with their Todoist projects and tasks directly through Claude Desktop using natural language commands.

MCP Search Analytics Server

A Model Context Protocol server that provides unified access to Google Analytics 4 and Google Search Console data through real-time analytics queries.

Binance MCP Server

Enables automated cryptocurrency trading on Binance and provides integration for monitoring Base network operations. It allows users to execute trades, fetch market data, and calculate technical indicators like RSI and MACD through the Model Context Protocol.

aranet4-mcp-server

一个简单的 MCP 服务器，用于管理您的 Aranet4 设备和本地数据库。

MediaSage

Tracks movies, books, and TV shows with ratings and preferences, providing intelligent cross-media recommendations. Automatically fetches metadata from OMDB, Google Books, and TMDB to help manage watchlists and analyze viewing patterns.

Tool Filter MCP

Filters and blocks specific tools from upstream MCP servers using regex patterns to reduce context pollution and remove unwanted tools from AI agent interactions.

JoyCode MCP Server - FOP Workflow Assistant

Enables intelligent workflow automation for JD's FOP platform, supporting PRD analysis, code generation, and flowchart creation with smart retrieval optimization and standardized file naming rules.

Figma MCP Server

一个连接 Figma 设计和 React 实现的桥梁，通过将 Figma 文件数据处理成 React 友好的格式，从而实现 Figma 设计到 React 应用的像素级完美转换。