Discover Awesome MCP Servers

MCP Vector Proxy

A semantic proxy that reduces AI agent token usage by exposing only three core tools and using local vector embeddings to search for and execute hundreds of underlying MCP tools. It streamlines communication between agents and MCP Routers by identifying relevant tools through natural language queries.

publishready

PublishReady helps AI agents turn drafts into cleaner, publish-ready writing using deterministic local metrics. It checks readability, structure, AI-sounding prose, revision targets, and factual preservation without external API calls.

AACT Clinical Trials MCP Server

Provides access to the ClinicalTrials.gov AACT database, enabling analysis of clinical trial data, tracking development trends, and generating therapeutic landscape insights.

Resume Gap Analyzer

Analyzes resumes against job descriptions to identify missing skills, keywords, and improvement opportunities using AI. Provides structured feedback including gap analysis, ATS optimization suggestions, and actionable recommendations to improve job application success.

Railway MCP Server

Enables interaction with Railway cloud platform through the CLI to manage projects, services, deployments, and environments. Supports creating projects, deploying templates, managing environment variables, and monitoring logs through natural language commands.

TorrentClaw-MCP

Giving AI assistants the ability to search movies and TV shows, find torrents with magnet links, check streaming availability, and explore cast/crew metadata.

LlamaIndex Documentation MCP Server

Enables searching and fetching LlamaIndex documentation for integration with VS Code Copilot and other MCP clients.

Quickbase MCP Server

Fornece uma interface padronizada para interagir com a API JSON RESTful do Quickbase através do Claude e outros clientes MCP, suportando operações como consultar registros, gerenciar relacionamentos de tabelas e lidar com anexos de arquivos.

Storybook MCP Server

A Model Context Protocol server that integrates with Storybook to help AI tools query UI components and retrieve usage examples from static Storybook files.

Ansible MCP Server

This Model Context Protocol server enables AI assistants to interact directly with Ansible, allowing them to execute playbooks, manage inventory, check syntax, and perform other Ansible operations.

MySQL-MCP

Um conector que dá ao Claude acesso direto a bancos de dados MySQL através do Protocolo de Contexto do Modelo, permitindo consultas em linguagem natural, exploração de esquemas e gerenciamento de banco de dados.

canido

Regulatory intelligence API — look up permits, licenses, and fees for food service businesses in Austin, SF, and NYC.

mcp-metaeditor

Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling automated MQL5 development workflows including code editing, compilation of EAs/indicators, and strategy backtesting.

Google Cloud MCP Server

A Model Context Protocol server that connects to Google Cloud services, allowing users to query logs, interact with Spanner databases, and analyze monitoring metrics through natural language.

Snowflake MCP Server

Provides secure, read-only access to Snowflake data warehouses, enabling AI assistants to explore schemas, write queries, and analyze data with SSO authentication and smart caching.

fcp-mcp

The most capable MCP server for Final Cut Pro — 88 tools covering FCPXML editing, live FCP control, parametric puppets, and media analysis.

NHL MCP Server

Provides access to live NHL data including player statistics, team standings, game scores, schedules, and playoff information through 40+ NHL API endpoints.

Recall Data Omnifeeds

Este servidor permite que modelos e agentes de IA interajam e pesquisem dados de múltiplas fontes selecionadas através de um servidor MCP (protocolo de contexto do modelo) unificado.

mcp_arena

A production-ready Python library for building MCP servers with agent orchestration and domain-specific presets for platforms like GitHub, Slack, and Notion.

GitHub PR MCP Server

Espelho de

GhidraMCP

Enables LLMs to autonomously reverse engineer binaries using Ghidra's capabilities including decompilation, function analysis, automatic renaming, and BSim integration for function similarity matching.

@cryptoapis-io/mcp-blockchain-fees

MCP server for Crypto APIs Blockchain Fees product, providing fee recommendations and gas estimates for UTXO, EVM, and XRP blockchains.

Blueprint MCP

Generates architecture diagrams, flowcharts, and sequence diagrams to visualize codebases, system architectures, and technical workflows using Nano Banana Pro. Integrates with Arcade's ecosystem to pull data from various sources and transform them into visual diagrams.

symbols-mcp

Read, inspect and navigate codebase symbols by connecting to a Language Server

GitLab MCP Server

Enables project management and repository operations on GitLab through the GitLab API, including file operations, branch management, issue creation, merge requests, and repository forking with support for both GitLab.com and self-hosted instances.

SVG to PNG MCP Server

Um servidor de Protocolo de Contexto de Modelo que converte código SVG em imagens PNG, oferecendo dois métodos de conversão (CairoSVG e Inkscape) com suporte para diretórios de trabalho personalizados.

Setup Agent MCP

Enables AI assistants to automatically analyze GitHub repositories and set up development environments by detecting tech stacks, installing dependencies, and verifying project builds. Provides safe tools for repository cloning, file system operations, package installation, and build verification through an allowlisted command system.

mcp-bizhawk

MCP server for BizHawk, the multi-system emulator. Drive NES, SNES, GB/GBC/GBA, Genesis, N64, PSX, Saturn and more through one Lua bridge — memory r/w across named domains, joypad input, frame-advance, screenshot, save/load state.