Discover Awesome MCP Servers

Python MSSQL MCP Server

Enables Language Models to interact with Microsoft SQL Server databases by inspecting table schemas, executing SQL queries, and reading table data through a standardized Model Context Protocol interface.

Moling

MoLing là một máy chủ MCP hoạt động dựa trên việc sử dụng máy tính và trình duyệt. Đây là một trợ lý AI văn phòng, được triển khai cục bộ và không phụ thuộc vào các yếu tố bên ngoài.

Shell Command MCP Server

Cho phép thực thi các lệnh shell bên trong một container Docker an toàn thông qua giao diện MCP của Claude, cung cấp các công cụ Kubernetes và môi trường biệt lập mà không cần truy cập vào Docker daemon của máy chủ.

OpenWeatherMap MCP Server

A Model Context Protocol server that provides comprehensive weather data and forecasts through the OpenWeatherMap API, enabling AI assistants to access real-time weather information, forecasts, air quality data, and location services.

defi-yields-mcp

An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama.

AI Research MCP Server

Enables real-time tracking of AI/LLM research progress by searching and aggregating content from arXiv, GitHub, Hugging Face, and Papers with Code. Supports intelligent search, automated daily/weekly research summaries, and covers 15+ AI research areas with smart caching.

MCP RAG with ChromaDB

Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.

FoundryVTT MCP Server

A Model Context Protocol server that integrates with FoundryVTT, allowing AI assistants to interact with tabletop gaming sessions through natural language to query actors, roll dice, generate content, and manage game worlds.

Infrastructure Auto Provisioner

Infrastructure Auto Provisioner

RealVest Real Estate MCP Server

The RealVest MCP (Model Context Protocol) server enables AI assistants like Claude to use all 31 of our professional calculators and access our educational resources directly in your conversations. From basic affordability to advanced portfolio analysis, Monte Carlo simulations, and tax optimization

WordPress MCP

Enables AI models to interact with WordPress sites through standardized MCP interfaces, supporting content management, post operations, and site configuration with secure JWT authentication and dual transport protocols.

Foundry MCP Server

Một máy chủ MCP cho phép các trợ lý AI tương tác với các tập dữ liệu, đối tượng ontology và các hàm của Foundry thông qua các truy vấn và lệnh bằng ngôn ngữ tự nhiên.

MCP Chat Adapter

Máy chủ MCP để sử dụng các điểm cuối trò chuyện tương thích với OpenAI.

Google Docs MCP Server

Connects Claude to Google Docs, allowing users to list, read, create, update, search, and delete documents in their Google Drive through natural language interactions.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing MCP servers using TypeScript SDK, featuring example tools (calculator, greeting) and resources with Zod schema validation.

VOICEVOX MCP Server

A Model Context Protocol server that integrates with VOICEVOX engine to provide text-to-speech synthesis and speaker information retrieval, allowing users to generate and play voice audio from text.

mcp-esa-server-python

A Python-based MCP server that enables users to interact with the esa.io API for documentation management. It provides tools for retrieving user information and performing full CRUD operations on articles.

Torna MCP Server

Enables interaction with Torna API documentation management platform, allowing users to manage API documents, dictionaries, and modules through natural language commands.

Narrative Graph MCP

A Model Context Protocol server implementing the Random Tree Model for encoding, compressing, and recalling narrative information across different levels of abstraction with configurable cognitive parameters.

undo-mcp

A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots file states before modifications, deduplicates unchanged checkpoints, and enables lightning‑fast restoration so you can experiment confidently with AI‑driven edits.

Hello World MCP Server

A simple demonstration MCP server that provides basic greeting functionality and server information. Enables users to generate hello messages and retrieve server details through tools and resources.

MCP PDF Reader

A Model Context Protocol server that enables the extraction of text, metadata, and embedded images from PDF files. It provides tools for searching text with context, reading specific pages, and counting total pages within a document.

Notion MCP Server

Enables AI agents to interact with Notion workspaces through the Notion API, allowing them to search, read, create, update pages and databases, and manage comments using natural language commands.

Excel MCP Server

Enables AI assistants to create, read, write, and manipulate Excel files (.xlsx, .xlsm) without requiring Microsoft Excel, including support for charts, pivot tables, data import/export, and professional formatting across Windows, macOS, and Linux.

Whissle MCP Server

A Python-based server that provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.

MCP Hub

MCP Hub aggregates and proxies multiple Model Context Protocol servers into a unified Streamable HTTP interface. It allows users to combine diverse stdio, SSE, and HTTP-based servers while providing tool namespacing, health monitoring, and secure authentication.

MCP MySQL Server

Enables interaction with MySQL databases through MCP, supporting query execution, table operations (insert, update, delete), and schema inspection for natural language database management.

ableton-mcp

An MCP server that enables Claude to control Ableton Live in real-time via the AbletonOSC bridge. It allows users to manage playback, create tracks, write MIDI, and adjust mixer or device parameters using natural language commands.