Discover Awesome MCP Servers

bergauf

Lets an LLM plan hikes anywhere in Switzerland by combining named routes, elevation profiles, weather forecasts, and public transport.

Globus MCP Server

Enables AI agents to perform federated data transfers and remote code execution on HPC endpoints via Globus, wrapping the Globus CLI and Globus Compute SDK.

MCP Git Commit Generator

Analyzes Git repository changes and generates conventional, context-aware commit messages using the Model Context Protocol.

PromptForge MCP Server

Intelligently optimizes and enhances user prompts before execution using pattern matching, domain-specific enhancements, and analytics tracking for consistent AI outputs across marketing, data analysis, tax/accounting, and code generation domains.

WebControl

Headless browser automation for LLM agents via REST API or MCP tools. Enables navigating pages, reading structured content, clicking elements, filling forms, and executing JavaScript.

Advanced Web Fetching MCP Server

Enables fetching and processing web content with advanced features including batch processing of up to 20 URLs, streaming support, metadata extraction, and multiple output formats (HTML, Markdown, plain text) with enterprise-grade security and global edge performance.

baseline-mcp

Enables read-only interaction with Baseline irrigation controllers, including status, alarms, and historical reporting.

cairn

Self-hosted personal context layer that gives AI agents shared memory via MCP.

Atlas

Local-first MCP server for querying multi-repo engineering documentation artifacts from a SQLite corpus.

AQICN MCP Server

Enables querying real-time air quality index (AQI) data for Chinese cities, including PM2.5, PM10, and other pollutant information with health recommendations from the World Air Quality Index Project API.

akshare-mcp

An MCP server that gives AI assistants direct, structured access to China A-share market data.

tif-score-mcp

An MCP server that exposes three tools to analyze call transcripts for business intelligence, score leads 0-100 with hot/warm/cold classification, and diagnose n8n workflow errors with root cause analysis and proposed fixes.

Trustpilot Reviews API MCP Server

Enables retrieval of Trustpilot reviews as structured JSON, including ratings, dates, replies, and company metrics, with MCP support for AI agents.

myosm-mcp-server

An OpenStreetMap MCP server providing geocoding, routing, points of interest, map tiles, public transport, and energy infrastructure tools to enhance LLM location-based capabilities.

MCP LangChainJS Search Server

Enables searching the langchain-ai/langchainjs GitHub repository for TypeScript/JavaScript/Markdown code snippets using the search_langchain tool.

agents-docs

Ultra-fast local markdown documentation RAG for AI coding agents, enabling instant BM25 search over official framework docs and live AI model registries via MCP.

Serial MCP Server

Enables LLMs to communicate with hardware devices via serial ports. Provides tools for listing ports, opening/closing connections, reading/writing data, and controlling serial signals.

xhs-mcp

A MCP server for Xiaohongshu that enables account login, copywriting generation, and automatic publishing with AI-generated images via conversation.

vision-mcp

Helps non-vision models extract and understand images and screenshots via OpenRouter multimodal models.

ActiveCampaign MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for ActiveCampaign (beta): https://www.cdata.com/download/download.aspx?sku=JUZK-V&type=beta

GitLab WeChat MCP

Enables users to retrieve GitLab commit records and automatically generate daily work reports that can be sent to WeChat Work groups. Supports querying commits by date and user, with seamless enterprise messaging integration.

flights-mcp

Search flights using Google Flights data via SerpAPI, covering all airlines including low-cost carriers like Ryanair and easyJet.

MCP Midtrans Documentation Server

Enables AI agents to integrate Midtrans payments by providing comprehensive documentation, API references, and code examples for 15+ payment methods across 5 languages. Includes tools for generating charge requests, webhook handlers, and searching documentation without requiring API keys.

mcp-latam-validate

Validates LatAm banking and tax IDs (Mexican CLABE, Brazilian CNPJ/CPF checksums) and performs BrasilAPI company, CEP, and bank lookups, enabling AI agents to verify financial and tax information in Latin America.

Worksection MCP Server

Enables AI assistants to interact with the Worksection project management platform to manage projects, tasks, comments, and members through natural language. It provides a comprehensive suite of tools for task execution and project oversight while automatically handling API rate limits.

TickTick/Dida365 MCP Server

A Model Context Protocol server that enables AI assistants to interact with TickTick/Dida365 task management API, supporting operations like creating, reading, updating, and deleting tasks and projects.

microsoft-edge-mcp

A native TypeScript/Node.js MCP server providing low-level, high-performance control over Microsoft Edge via raw CDP WebSockets, bypassing heavy automation layers like Playwright or Puppeteer.

zulip

Run AI agents in Zulip as @mentionable bots — or wire into any MCP client.

x402-defillama-mcp

An x402 pay-per-call proxy for DefiLlama's MCP tools, allowing AI agents to pay USDC per tool call (up to 10 tools) without needing a DefiLlama account or subscription.