Discover Awesome MCP Servers

wikipedia-mcp

Enables AI agents to search, read, and explore Wikipedia articles via tools like summaries, categories, and random articles, with no API keys required.

FastMCP Supply Chain Optimizer

A custom implementation for real-time supply chain optimization that enables parallel tool calling to provide intelligent inventory management recommendations and actionable insights in response to live supply chain events.

iMessage MCP

A Model Context Protocol server for reading iMessage data from macOS.

mcp-grep

A grep server implementation that exposes grep functionality through the Model Context Protocol (MCP), supporting natural language prompts and common grep options such as case-insensitive matching, context lines, and recursive searching.

mcp-translate

Wraps LibreTranslate API to enable translation capabilities for AI agents via MCP.

MoltBrowser MCP Server

Enables AI agents to share and use community-contributed browser configs, dynamically providing pre-configured tools for specific websites to reduce token waste and improve navigation efficiency.

Korea Stock Insight MCP

Enables LLM agents to access Korean stock market data including DART disclosures, financial statements, and KOSPI/KOSDAQ prices, with an English-first interface designed for non-Korean speaking analysts.

Insecure MCP Demo

A deliberately vulnerable MCP server that allows clients to interact with a database for educational purposes, demonstrating security vulnerabilities including SQL injection, arbitrary code execution, and sensitive data exposure.

mcp-ping

Pings a host and returns the result

RPG Maker MZ/MV MCP Server

A Model Context Protocol server that enables management of RPG Maker MZ and MV project data, including actors, items, maps, and events. It allows users to create, update, and search game assets through natural language integration with MCP-compatible clients.

Wasabil

Connect Claude, Cursor, or any MCP-compatible AI client to your Wasabil account. Issue Chilean electronic invoices (DTE/SII), reconcile bank payments, and manage clients — all through natural language.

obscura-mcp

An MCP server adapter for Obscura, a lightweight Rust headless browser for scraping and AI agent automation.

re-winedbg

Enables headless debugging of Windows executables from Linux/macOS hosts by orchestrating winedbg's gdbserver and a GDB client, exposing 19 tools for launch, attach, breakpoints, stepping, register/memory access, and session lifecycle.

EnterpriseDB 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 EnterpriseDB (beta): https://www.cdata.com/download/download.aspx?sku=JEZK-V&type=beta

RAG Knowledge MCP

RAG Knowledge - MCP server providing AI-powered tools and automation by MEOK AI Labs

YouTube Insights MCP Server

An MCP server that extracts transcripts, metadata, and summaries from YouTube videos across various URL formats including Shorts and standard links. It provides comprehensive video data and insights for analysis within MCP-compatible environments.

Enterprise Expense Automation System

Enables users to manage company departments, employees, expenses, and performance ratings through a natural language interface in Claude Desktop. It features 12 specialized tools for comprehensive CRUD operations and AI-powered organizational analysis using Google Gemini.

Docfork

A Model Context Protocol (MCP) server that provides daily-refreshed documentation for 9000+ libraries directly in AI code editors, helping developers avoid outdated references and hallucinations.

code-context

An MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.

WDIO MCP Server

A custom Model Context Protocol server that enables GitHub Copilot Agent to perform browser automation testing using WebdriverIO tools through natural language instructions.

QualAI

AI-powered qualitative research analysis server that provides 20 specialized tools for coding, thematic analysis, theory building, and validation using community-contributed methodologies through RAG-enhanced analysis.

ogd-mcp-server

OGD MCP Server

docs.rs MCP

An MCP server that enables searching for Rust crates and their documentation from docs.rs, allowing AI agents to find required crates and access the latest documentation.

Garmin Workouts MCP

Garmin Workouts MCP is a standalone MCP server for Garmin Connect workouts. It is intended as a focused extension for workflows that need a bit more structure around Garmin workout payloads, especially strength training.

trae-swagger-mcp

Enables Trae IDE to parse and query Swagger/Knife4j API documentation by converting JSON format interface documents into a searchable text format, allowing developers to efficiently retrieve API information through natural language queries.

web-audit-mcp

Enables auditing of websites for performance, SEO, accessibility, security, and mobile readiness, with tools to validate URLs, run page audits, save results, and retrieve reports.