Discover Awesome MCP Servers

Notes MCP Server

Enables creating, managing, and searching Markdown notes with support for tags, timestamps, and full-text search. Includes AI prompts for analyzing and summarizing notes.

File System MCP Server

Enables safe file system operations including reading, writing, updating, and deleting files with built-in security safeguards, automatic backups, and comprehensive error handling. Provides directory listing, file metadata extraction, and protects against operations on system-critical paths.

AgentPump

An MCP server that gives AI agents a Solana wallet to autonomously launch and trade tokens on Solana's AgentPump bonding-curve launchpad via natural language.

Vectra AI On-Premise MCP Server

Connects AI assistants to the Vectra AI On-Premise security platform for natural language threat detection, investigation, and automated incident response workflows.

ffdecmcp

MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilation and analysis tools to AI assistants like Claude.

Stack Over MCP

Provides LLMs with tools to search Stack Overflow for programming solutions, helping ground responses in real-world code examples.

Chrome DevTools MCP

Enables AI assistants to control and inspect a live Chrome browser for automated web debugging, performance analysis, and Lighthouse audits. It allows agents to capture screenshots, monitor network requests, and measure Core Web Vitals using plain-English prompts.

mcp-arcgis-darlington

Provides access to Darlington County, South Carolina open geospatial data via ArcGIS, enabling search, query, and schema inspection of datasets.

IntuneRW-Core

MCP server for managing Microsoft Intune and Entra ID via the Microsoft Graph API, offering 34 tools for device, app, compliance, security, identity, and reporting operations.

kundali-mcp

A Vedic astrology MCP server that computes birth charts, dashas, transits, and yogas locally using Swiss Ephemeris, enabling an LLM to interpret horoscopes and provide personalized advice.

Prompt for User Input MCP Server

Enables AI models to interactively prompt users for input or clarification directly through their code editor. It facilitates real-time communication between assistants and users during development tasks.

SolidWorks MCP Server

Enables natural language control of SolidWorks 2024 through MCP, providing 87 tools for sketch, drawing, and model operations with an intelligent COM bridge that handles parameter limits.

Claude Parallel Tasks MCP Server

Enables running multiple Claude prompts simultaneously in parallel with support for file contexts and output redirection to individual files.

D365FO MCP Server

Enables natural language interaction with Microsoft Dynamics 365 Finance & Operations, including entity discovery, CRUD operations, and a learning system that improves over time.

Google Sheets MCP Server

A read-only MCP server that connects to Google Sheets and lets you query them in plain English, without needing a Google Cloud project.

ChromaDB MCP Server

An MCP server that exposes ChromaDB vector database operations, enabling AI assistants to perform collection management and semantic document searches. It supports HTTP, persistent, and in-memory connection modes along with various embedding providers including OpenAI and HuggingFace.

devPartner

A self-evolving MCP server that aggregates tools, supports cross-AI dialogue, and enables self-upgrade and hot-reload during conversations.

Thunderbird MCP

Provides a Model Context Protocol interface for Mozilla Thunderbird, allowing AI assistants to manage emails, filters, calendars, and contacts. It exposes 24 tools for tasks like searching messages, drafting replies, and organizing folders through a local bridge.

FusionReactor MCP Server

Enables AI assistants to query FusionReactor Cloud metrics, logs, and alerts via MCP tools.

tabletemplates-mcp

MCP server for searching and browsing free Excel and Google Sheets templates from Tabletemplates.com, with access to 1,008 US search demand keywords across 16 categories.

claude-mesh

Enables two live Claude Code instances on the same workstation to exchange synchronous questions and answers via a shared SQLite file.

MCP Shopline

An open-source MCP server that wraps the Shopline Open API into 143 AI-callable tools for e-commerce data analysis, enabling AI agents to query orders, products, inventory, customer behavior, and promotions from Shopline stores through natural language.

mergestat-mcp

Enables SQL queries against git repositories via MergeStat, allowing users to analyze commits, authors, and files using natural language.

mcp-micropython-bridge

MCP server for controlling MicroPython devices (ESP32, RP2040, etc.) via USB Serial or WebREPL, enabling code execution, file operations, and device management from MCP clients.

live2d-mcp

An interactive desktop companion with a Live2D model that can be controlled via MCP protocol, featuring TTS, music playback, alarms, and more.

Minimal MCP Server

A minimal MCP server boilerplate in Python for testing client-server communication, providing a simple 'hello' tool to verify connection.

yawa

Self-hosted web analytics platform that exposes analytics data via the Model Context Protocol, enabling natural language queries about traffic, page views, web vitals, and custom events.

ControlAPI-MCP

Converts any OpenAPI/REST API into MCP tools with dynamic server switching, variable substitution, and runtime configuration. Enables seamless interaction with multiple API environments through natural language without pre-configuration.

MCP微信公众号爬虫

基于MCP架构的微信公众号文章爬虫系统，支持AI智能体通过Selenium自动抓取微信公众号文章内容和图片，实现文章内容的智能分析。

GitHub MCP Server

Enables AI agents to analyze employee GitHub activity including PRs, code reviews, comments, and contributions across repositories with time-range filtering for performance assessment and impact analysis.