Discover Awesome MCP Servers

FastAPI Architect MCP

An MCP server that gives Claude Code IDE-level intelligence for FastAPI projects — semantic code navigation, safe renaming, route inspection, dependency trees, and Pydantic model analysis. Instead of Claude reading files blindly, it calls structured tools backed by Jedi (Python language server) and Python's AST.

image-mcp

MCP server for image recognition, supporting multiple vision backends (Anthropic, Zhipu, Ollama) to describe, answer questions, and analyze images.

smart-terminal-mcp

A PTY-based MCP server providing persistent, interactive shell sessions with strong Windows support, enabling AI agents to run commands, handle interactive tools, and manage large output across MCP-compatible clients.

Godot MCP Server

An MCP server that provides tools for Godot Engine development, enabling users to run unit tests, check for syntax errors, and manage project scenes or exports.

GitHub Triage Agent MCP Server

Enables autonomous triage of GitHub issues and pull requests through MCP, with classification, deduplication, prioritization, and safe human-in-the-loop actions.

Bloodtest MCP Server

A comprehensive health coaching system that combines blood test analysis with evidence-based nutritional therapy recommendations, powered by Retrieval-Augmented Generation (RAG).

Index Network MCP Server

Enables ChatGPT integration with Index Network's discovery protocol through MCP tools. Provides quick setup with ngrok tunneling for public access and includes health check, echo, and search functionality.

lanhu-context-mcp

Converts Lanhu design URLs into AI-ready implementation context including HTML+CSS (Tailwind), image downloads, design tokens, and guidance.

mcp-espn

ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public site API.

MPT ES: Certidão Negativa de Feitos

Consulta em fonte oficial a Certidão Negativa de Feitos do MPT ES, com uma ferramenta somente leitura, paga por uso via créditos pré-pagos.

discord-mcp

Enables AI clients to manage Discord servers, including channels, messages, roles, members, permissions, threads, invites, events, webhooks, and emoji, through natural language commands.

crom-mcp

MCP server for querying the Crom API v2, providing access to SCP Foundation Wikidot site data including page search, author stats, and forum content.

GraphMCP

An MCP server that speaks GraphQL, enabling AI agents to read the schema and compose precise queries with nested relations and field selection.

Claude Halla

Provides shared awareness for Claude Code sessions, allowing them to broadcast work-in-progress signals and register repos to avoid duplication across an organization.

claude-tmux

MCP server for orchestrating multiple Claude Code instances via tmux, enabling spawning, reading, sending, listing, and killing sessions.

ClickHouse MCP Agent

Enables querying ClickHouse databases using natural language with AI models, supporting multiple providers and access restrictions via per-call allow-lists.

weather-mcp-agent

Provides current weather, multi-day forecasts, and umbrella recommendations through natural language queries, using the Open-Meteo API with no API key required.

Slack MCP Server with SSE Transport

Slack MCP Server with SSE transport

TestMCP

A Python MCP server that provides a tool called addNumbers for mathematical operations.

CortexCloud MCP

MCP server for the CortexCloud API, enabling pay-per-call AI generation, web search, market data, and blockchain RPC endpoints via the x402 protocol, billed in USDC on Base without API keys or subscriptions.

Slice.js Documentation MCP

Enables AI assistants to search, list, and retrieve documentation from the Slice.js official GitHub repository. It provides full-text search capabilities and can deliver individual doc pages or a complete documentation bundle for comprehensive LLM context.

codexray

Enables AI coding agents to quickly search and navigate large codebases by indexing symbols and references, offering tools for fuzzy symbol lookup, file outlining, and reference discovery without a language server.

MarketNow — MCP Skills Marketplace

8,582 MCP servers certified with 3-layer Sentinel security audit

Coart

Enables an infinite canvas for Codex using tldraw, with tools for canvas state, assets, images, HTML, and slide containers, all saved locally.

youtube-analytics-mcp

A local, read-only MCP server that provides Claude with private YouTube Analytics data—views, retention, traffic sources, demographics, revenue, and impressions/CTR—via authenticated Google APIs.

bilibili-subtitle-fetch

A Bilibili subtitle fetching MCP server that supports various input formats (BV number, video URL, short link) and offers configurable language preferences, output formats, and ASR fallback.

mcp-server-splunk

Enables AI assistants to search, manage, and analyze data in Splunk instances through the Model Context Protocol. Supports SPL queries, index management, alerts, dashboards, and more.

TenantGuard

Scans self-hosted, multi-tenant AI-agent platforms for tenant-isolation gaps. Native Go MCP server exposing a scan tool that wraps the CLI's audit engine.

mcp-arcgis-coquitlam

Enables searching and querying City of Coquitlam, BC open geospatial data via ArcGIS feature services, including parcels, zoning, parks, and city services.

text2img-mcp

Creates AI-generated images from text prompts using Google Gemini API, supporting business use cases like proposals, infographics, and charts.