Discover Awesome MCP Servers

Moling

MoLing 是一个基于电脑和浏览器使用的 MCP 服务器。它是一个本地部署、无依赖的办公 AI 助手。

Shell Command MCP Server

允许通过 Claude 的 MCP 接口在安全的 Docker 容器内执行 shell 命令，提供 Kubernetes 工具和隔离环境，而无需访问宿主机的 Docker 守护进程。

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.

mcp-sqlite-manager

一个用于与 SQLite 数据库交互的 MCP 服务器 (Yī gè yòng yú yǔ SQLite shùjùkù jiāohù de MCP fúwùqì)

MCP Financeiro

A multi-tenant SaaS API that integrates Hinova SGA ERP and Atomos chat platforms to automate billing and financial workflows. It enables AI agents to process vehicle information and manage customer payment requests via webhooks.

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.

Draw Things MCP Server

Enables LLMs to generate and transform images locally on Mac using Stable Diffusion through the Draw Things app, supporting text-to-image and image-to-image generation with Apple Silicon acceleration.

Job URL Analyzer MCP Server

A FastAPI-based microservice that analyzes job URLs and extracts detailed company information by crawling job postings and company websites, with data enrichment from external providers.

MCP Domotica Backend

Enables control and management of smart home devices across multiple rooms through specialized MCP servers. Supports lights, thermostats, fans, and ovens with room-specific rules and automatic persistence.

Parking Information MCP Server

Enables querying parking lot information through an MCP server built with fastMCP, allowing users to retrieve parking facility data via API calls.

twitter-username-changes-mcp

An MCP server that tracks the historical changes of Twitter usernames—frequent screen name changes in crypto projects can be a red flag for potential scam risks.

GitHub Actions for Plane-MCP

✈ 飞机适用MCP (Fēijī shìyòng MCP)

MCP Multi-Language Sandbox

Enables local, Docker-isolated code execution across six programming languages including Python, Rust, and TypeScript. It features pre-warmed container pooling, persistent sessions, and built-in support for machine learning libraries.

prompt-new-mcp

A Model Context Protocol server that saves prompts with timestamps and allows users to list previously saved prompts for Claude Desktop.

supOS MCP Server

镜子 (jìng zi)

Gists MCP Server

Enables Claude to manage GitHub Gists as an intelligent code library, allowing users to save, retrieve, update, and organize code snippets from anywhere with natural language commands.

Image Generator MCP Server

Generates customizable test/placeholder images as PNG files with specified dimensions (1-4096px), hex colors, and optional labels. Automatically creates directories and adds dimension overlays with smart contrast text.

MediaWiki MCP Server

A tool that enables AI assistants like Claude to interact with MediaWiki instances by retrieving page content, performing searches, and analyzing wiki information through the MediaWiki API.

Vector Memory MCP Server

Provides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.

iA Document Management MCP Server

Provides tools to authenticate, search, and manage sessions within WingArc's iA Document Management System. It enables users to perform free word document searches and manage security tokens through the Model Context Protocol.

iris-eval/mcp-server

MCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.

Multi-Agent RAG MCP Server

A legal-tech focused system that coordinates specialized agents for document classification, deadline extraction from Spanish legal texts, and strategic business intelligence. It integrates with Claude via MCP to provide semantic document search and automated deadline tracking using a Supabase vector database.

Logseq MCP Server

Enables AI assistants like Claude to directly read, write, search, and navigate your local Logseq knowledge graph, including managing journals, pages, backlinks, and page relationships without manual copy-pasting.