Discover Awesome MCP Servers

ChatGPT Apps EdgeOne Pages Starter

A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages using Next.js and edge functions. Demonstrates tool registration and widget rendering with the hello_stat example tool.

Shepherd MCP

Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.

AIOS Co-Founder MCP

Enables users to interact with a business co-founder/executive assistant that integrates with Google services (Gmail, Calendar, Contacts), web search, and includes approval gating for sensitive operations.

Sequential Thinking MCP Server

Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.

Marlo MCP

Enables interaction with Marlo's maritime finance and operations platform, providing access to vessel management, voyage tracking, financial data, banking transactions, loans, compliance reporting, and operational analytics for shipping businesses.

Simple Voice MCP Server

Enables text-to-speech playback with multiple Japanese character voices using VLC, supporting simultaneous audio playback and custom pronunciation dictionaries for English words.

OpenAccess MCP

Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunneling with enterprise-grade policy enforcement and audit logging. Provides AI assistants with secure, policy-driven access to remote systems while maintaining comprehensive audit trails and zero-trust security.

MCP客户端应用

Conectar aplicativo móvel com servidor MCP da Cloudflare.

Brave Search MCP Server

Integrates Brave Search API to enable web, image, video, news, and local business searches with filtering options like result count and content freshness.

MCP-OpenLLM

Wrapper LangChain para integração perfeita de servidores MCP com diferentes modelos de linguagem grandes de código aberto da biblioteca transformers.

MCP Agent Mail

A coordination layer for coding agents that provides memorable identities, inbox/outbox messaging, searchable message history, and file lease management to prevent conflicts. Uses Git for human-auditable artifacts and SQLite for fast queries, enabling multiple agents to collaborate across projects without stepping on each other.

Spire.XLS MCP Server

A robust solution that enables AI agents to create, read, modify, and convert Excel files through the Model Context Protocol without requiring Microsoft Office installation.

ddg--mcp5

A basic MCP server template with example tools including message echo and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports.

GitMCP

Um serviço gratuito e de código aberto que transforma projetos do GitHub em endpoints MCP, permitindo que assistentes de IA acessem e compreendam a documentação do projeto sem qualquer configuração.

PromptFuzzer-MCP

Servidor MCP para usar o scanner de vulnerabilidades Garak LLM

DVID MCP Server

MCP server for mostly read-only access to DVID

ICE Locator MCP Server

Enables searching for ICE detainee locations using AI-powered natural language queries, with support for bulk operations, multilingual searches, and legal report generation for families and legal representatives.

Jekyll MCP Server

Indexes and searches Jekyll blog content, enabling AI assistants to search posts by keyword/category/tags, retrieve full post content, compare drafts against published posts, and analyze blog categories and tags.

Prompt Ops MCP

Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.

Kubernetes MCP Server

Enables interactive Kubernetes cluster monitoring and troubleshooting through natural language queries. Users can diagnose pod issues, check service status, and investigate cluster problems using conversational AI.

Spotify-Agent

Create an MCP Server to interact with Spotify, LastFM and the internet to collate music data and make recommendations.

Twilio Frontline MCP Server

An MCP server that enables interaction with Twilio Frontline API for customer communication workflows, auto-generated using AG2's MCP builder.

MCP-NOSTR

A bridge that enables AI language models to publish content to the Nostr network by implementing the Model Context Protocol (MCP).

Meta MCP Proxy

A flexible proxy that enables discovery and execution of tools across multiple Model Context Protocol (MCP) servers and JavaScript functions, reducing context size even when dealing with hundreds of tools.

Git Mob MCP Server

Enables management of co-authors for pair and mob programming sessions by automatically appending Co-authored-by trailers to git commit messages. It allows users to add, list, and configure team members as active co-authors using the git-mob CLI.

AppSignal MCP Server

A Model Context Protocol server that connects to AppSignal, allowing users to fetch, list, and analyze incident information from their AppSignal monitoring.

RateMySupervisor_MCP

An MCP server that provides access to supervisor evaluations and ratings from urfire.com, allowing users to query academic advisors by name, university, or department. It features intelligent fuzzy matching for supervisor names in both Chinese and Pinyin to ensure accurate search results.

ai-dev-mcp-server-test-1743930903451

AI 기반 개발 MCP 서버

mcp-server-appointment-management

Este projeto é um servidor MCP (Modelo-Contexto-Protocolo) baseado em Java, projetado para gerenciar dados de agendamentos do banco de dados. Ele fornece uma estrutura modular que expõe ferramentas internas para acesso e manipulação de dados, com suporte integrado para recursos orientados por IA.

Kontxt MCP Server

Um servidor de Protocolo de Contexto de Modelo que conecta clientes de IA a repositórios de código locais, usando o Gemini 2.0 Flash para analisar bases de código e gerar contexto direcionado com base nas consultas do usuário.