Discover Awesome MCP Servers

OpenAPI MCP Gateway

Mount any OpenAPI spec as an MCP server, supporting multiple APIs with authentication and resource auto-promotion.

SearchAPI MCP Agent

Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through the Model Context Protocol and Agent-to-Agent protocol, enabling AI assistants to perform diverse searches via natural language queries.

mcp-predicthq

Wraps PredictHQ Events API to enable AI agents to query global event data through natural language, part of Pipeworx gateway.

GitLab MCP Server

Connects AI assistants to GitLab to interact with merge requests, reviews, discussions, pipelines, and test results through natural language queries. Supports viewing MR details, responding to comments, checking test summaries, and analyzing job logs.

Feishu/Lark OpenAPI MCP

A tool designed to help users connect AI Agents with the Feishu/Lark platform, encapsulating Feishu/Lark Open Platform API interfaces as MCP tools for document processing, conversation management, calendar scheduling and more.

MCP Python Server & Client

A comprehensive MCP server and client implementation in Python exposing tools (calculator, string utilities, simulated weather), resources (file reader, system info), and prompts (code review, summarization) with security hardening and full configuration management.

SwarmLabs MCP Server

Exposes SwarmLabs physics-informed scientific experiment predictions as MCP tools, enabling agents to run predictions, list engines, and perform parameter sweeps with honesty-first uncertainty reporting.

fry-x402-mcp

MCP server exposing fry.farm's x402 API as tools, enabling non-custodial blockchain interactions with pay-per-call endpoints on Algorand.

MCP Spotify

Spotify APIとの連携を可能にするMCPサーバーテンプレート。ユーザーは自然言語コマンドを通じてSpotify関連の操作を実行できる可能性が高い。

godmod3-mcp

A bridge for G0DM0D3 that exposes advanced AI capabilities through MCP tools, including multi-model racing, hive-mind synthesis, and secure chat options.

memorylens-mcp

MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemory

MCP Personal Tools Server

A simple server implementing the Model Context Protocol (MCP) that exposes personal tools like note-taking for compatible MCP clients or agents.

accessibility-mcp

Exposes WAI-ARIA Authoring Practices Guide (APG) patterns, providing narratives, keyboard guidance, and official source code examples for accessible widgets. It includes tools for listing patterns, retrieving specific specs, and performing semantic searches via Ollama.

MCP Code Intelligence

Intelligent code search MCP server with AST analysis, call graphs, dependency tracking, and semantic embeddings for developers.

pixelle-mcp-Image-generation

The AIGC solution based on the MCP protocol seamlessly transforms the ComfyUI workflow into an MCP Tool with zero code, enabling LLMS and ComfyUI to join forces and focus on image generation tasks. qwen-image, flux, and FLUx-KREA can be used for image generation.

Sanções ONU (Conselho de Segurança)

Verifica se um nome consta na lista consolidada de sanções do Conselho de Segurança da ONU, para diligência de compliance e AML.

mcp-smbmap

Enables SMB enumeration and interaction through MCP tools, including share listing, file operations, and remote command execution.

cloudsealed-mcp

MCP server providing deterministic cost anomaly detection for cloud billing and auditable architecture risk scoring, enabling AI agents to identify waste and risk with explainable rules.

mcptube-vision

Transforms YouTube videos into a persistent, structured knowledge base using transcripts and visual frame analysis, enabling knowledge compounding and natural language querying.

Internship Tracker MCP Server

Enables Claude to manage internship applications in Supabase by adding, listing, updating, and deleting entries via MCP tools.

Sibyl

MCP server for Google's Gemini API, enabling text, image, video, speech, embeddings, and deep research capabilities through a single tool set.

Remote MCP Server on Cloudflare (Authless)

Enables the deployment of remote Model Context Protocol servers on Cloudflare Workers without requiring authentication. It allows users to integrate custom tools into AI clients like Claude Desktop or the Cloudflare AI Playground via Server-Sent Events.

@striderlabs/mcp-statefarm

Enables AI agents to interact with State Farm insurance for quotes, policy management, claims, payments, and more.

kit-mcp

An opinionated brownfield planning workflow (PT-BR) with agents, slash-commands, and framework, shipped as an MCP server that syncs the kit into multiple IDE native layouts like Claude Code, Cursor, Codex, and others.

upnote-mcp

A read-only MCP server that enables searching, retrieving, and managing local UpNote notes, notebooks, and tags via SQLite and UpNote's official URL scheme.

contextsliver

An MCP server that indexes codebases into a local graph and provides on-demand context retrieval for AI coding agents, reducing token usage by tracking session history and delivering only relevant code subgraphs.

MCP Easy Copy

A Model Context Protocol server that automatically reads the Claude Desktop configuration file and presents all available MCP services in an easy-to-copy format at the top of the tools list.

Build Unblocker MCP

A Model-Context-Protocol server for Cursor IDE that monitors and terminates hung Windows build executables (like cl.exe, link.exe, msbuild.exe) when they become idle.