Discover Awesome MCP Servers

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Enables real-time, file-based messaging between terminal AI agents (like Claude Code, Gemini CLI) allowing them to collaborate on tasks directly without a server or network, using JSON files and atomic rename for coordination.

kryonex-mcp

A TypeScript-based MCP server implementing a simple notes system with resources, tools for creating notes, and prompts for summarization.

MCP Server

A local middleware Node.js application for Windows that enables seamless communication between LLM-based tools like Copilot Agents, providing access to local guide files and custom prompts through built-in tools.

GitLab MCP Server

An MCP server that provides comprehensive access to the GitLab API for project management, repository operations, and issue tracking. It enables users to perform file operations, manage branches, and coordinate organization-wide workflows through project and group-level milestones.

Research Powerpack MCP

Enables AI assistants to perform comprehensive research by searching Google, mining Reddit discussions, scraping web content with JS rendering, and synthesizing findings with citations into structured context.

Jokes MCP Server

Enables fetching jokes (e.g., Chuck Norris jokes) via the Model Context Protocol, usable with Microsoft Copilot Studio and other MCP-compatible clients.

dst

Enables AI agents to query governed data warehouses through plain language, returning grounded answers with SQL, confidence grades, and signed receipts while enforcing access, testing, and audit controls.

AgentLens MCP Server

Enables AI agents to access observability and evaluation data, including run history, span traces, LLM-as-judge evaluation results, and regression reports.

Schema.gov.it MCP Server

Enables AI agents to semantically explore and analyze the Italian government data catalog (schema.gov.it), including ontologies, vocabularies, datasets, and data quality checks.

Claude Team MCP Server

Enables Claude Code to orchestrate a team of independent Claude Code sessions within iTerm2 for parallel task execution and isolated git worktree management. It provides tools to spawn, monitor, and message worker sessions while maintaining full visibility and control over their terminal windows.

Pirsch Analytics MCP Server

Enables natural language analytics queries for Pirsch Analytics, providing comprehensive website traffic statistics, period comparisons, and trend analysis through an MCP interface.

video-transcribe-mcp

Uma implementação de servidor MCP que se integra com o Optivus, fornecendo capacidades de transcrição de vídeo (por exemplo, YouTube, Facebook, TikTok, etc.) para LLMs.

Incident Triage MCP

Incident Triage MCP is a Model Context Protocol (MCP) server for incident triage. It provides safe, auditable tools for evidence retrieval, deterministic summaries, ticket workflows, and notifications.

Python MCP Server

O projeto **python-mcp-server** é um servidor web baseado em Flask, projetado para interagir com o Minecraft, provavelmente como parte de um sistema maior para gerenciar servidores Minecraft, plugins ou dados de jogadores.

mcp-gateway

MCP server that enables AI agents to simulate EVM bytecode and probe capabilities, serving as a gateway to an Ethereum execution engine.

mcp-openfda

Enables querying openFDA drug and device data via natural language through the Pipeworx MCP gateway.

Job Tracker MCP Server

Enables tracking job applications through a pipeline, scheduling follow-ups, and summarizing job search progress via natural language.

mcp-apple-music

Full Apple Music integration for Claude: search the catalog, browse your personal library, manage playlists, and get personalised recommendations.

custom-mcp-server

Exposes custom Python functions as tools and integrates with Ollama for tool calling.

Godot Scene Analyzer

Analyzes Godot game projects to enforce ECS architecture patterns, automatically detecting when scene scripts contain game logic that should be in the ECS layer and validating separation between presentation and logic code.

CovAiLent

An MCP server for chemistry-focused tools, enabling LLM agents to perform molecule parsing, format conversion, property lookup, and other chemistry operations with explainable responses.

Netlify Express MCP Server

A basic serverless MCP implementation using Netlify Functions and Express. Demonstrates how to deploy and run Model Context Protocol servers in a serverless environment with proper routing configuration.

Hurl OpenAPI MCP Server

Enables AI models to load and inspect OpenAPI specifications, generate Hurl test scripts, and access API documentation for automated testing and API interaction through natural language.

emi_mcp_server

A sample MCP server that exposes tools, resources, and prompts for managing users and todos, supporting both stdio and Streamable HTTP transports.

Qiao-MCP

Enables AI assistants to interact with bridge structural analysis software for modeling, construction stages, and code checking.

QGISMCP

Um servidor de Protocolo de Contexto de Modelo que conecta a IA Claude ao QGIS, permitindo a interação direta com o software GIS para criação de projetos, manipulação de camadas, execução de código e algoritmos de processamento por meio de comandos em linguagem natural.

obsidian-mcp

Enables Claude to read your Obsidian vault and retrieve outstanding tasks from daily notes by parsing checkboxes.

Fabits MCP Server

Enables investment in mutual funds through the Fabits MyWealth platform with natural conversation. Supports fund discovery, lumpsum/SIP investments, portfolio tracking, and secure authentication with OTP.

MCP API Requester

An MCP server that enables LLMs to make arbitrary HTTP requests (GET, POST, PUT, DELETE, etc.) with custom headers, bodies, and cookies, supporting JSON and error handling.

XHS MCP

Enables interaction with Xiaohongshu (Little Red Book) platform through automated browser operations. Supports authentication, content publishing, search, discovery, and commenting using Puppeteer-based automation.