Discover Awesome MCP Servers

Enterprise Code Search MCP Server

Enables semantic code search across local projects and Git repositories using AI embeddings with ChromaDB. Supports both OpenAI and local Ollama models for private, enterprise-ready code analysis and similar code discovery.

ComfyUI MCP Server

Enables comprehensive ComfyUI workflow automation including image generation, workflow management, node discovery, and system monitoring through natural language interactions with local or remote ComfyUI servers.

Remote MCP Server

A Cloudflare Workers-based Model Context Protocol server with OAuth login that allows AI assistants like Claude to access external tools.

Kagi MCP Server

Enables integration with Kagi search engine services including web search, content summarization from URLs, and AI assistant conversations. Uses session tokens to access Kagi's search API, summarizer, and AI models directly within MCP-compatible applications.

Website Scraper MCP Server

MozillaのReadabilityエンジンを使用して、ウェブサイトから意味のあるコンテンツを抽出し、HTMLを高品質なMarkdownに変換するMCPサーバー。

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

AI PC Assistant MCP Server

Enables AI assistants to safely perform actions on your computer including file system management, command execution, clipboard access, application launching, and local search with license-based monetization built in.

Emby.MCP

Connects an Emby media server to AI clients like Claude Desktop, enabling natural language control of media playback, library browsing, playlist management, and search across your personal media collection.

MobSF MCP Server

A Node.js-based Model Context Protocol implementation that provides a standardized interface for integrating Mobile Security Framework's security analysis capabilities into automated workflows and third-party tools.

my-mcp-server

A simple Node.js MCP server that exposes three tools: greet for personalized messages, calculate for basic math operations, and weather_info for mock weather data retrieval.

Gmail MCP

A read-only MCP server that enables users to interact with the Gmail API to search messages, retrieve threads, and download attachments. It supports standard Gmail query operators and requires OAuth authentication for secure read-only access to mailbox data.

PapersWithCode Client

AIアシスタントが、研究論文を検索し、その内容を読み込み、PapersWithCode APIを通じて関連するコードリポジトリにアクセスできるサーバー。

Cisco RADKit MCP Server

Enables interaction with Cisco network devices through the RADKit SDK, allowing users to discover device inventory, fetch device attributes, and execute CLI commands via natural language.

n8n Workflow Builder MCP Server

n8nワークフローをプログラムで作成および管理するためのModel Context Protocol (MCP)サーバー。

MCP Server - Test Migration (WDIO to Playwright)

Enables migration of test automation projects from WebDriverIO to Playwright using AST-based transformations. Provides tools for analyzing tests, converting syntax, refactoring to Page Object Model, and generating migration reports.

Exploit-DB MCP Server

Integrates the Exploit-DB database with AI assistants to enable searching for exploits, shellcodes, and proof-of-concept code during penetration testing workflows. It allows users to perform keyword searches and direct CVE-to-exploit mappings to retrieve technical security data.

Grasshopper MCP

Enables AI-powered computational design in Rhino/Grasshopper with ML-based automatic layout optimization, component clustering, performance prediction, and real-time code execution in running Rhino instances.

arr-assistant-mcp

A server that allows users to add movies and TV shows to Radarr/Sonarr using natural language queries.

Google Webmaster MCP

Enables AI agents to manage Google Tag Manager, Google Search Console, and Google Analytics (GA4) through unified access to tags, search performance data, URL inspection, sitemaps, and analytics reporting.

MCP Host Server

A multi-tenant remote server platform that enables applications to connect to Model Context Protocol servers over WebSocket connections, allowing secure access to file management, database, and API capabilities.

SlopWatch MCP Server

An AI accountability system that tracks what AI systems claim they will implement versus what they actually deliver, helping to reduce the gap between promises and reality.

QMCP

A FastAPI-based Model Context Protocol server that enables tool discovery, invocation history, and human-in-the-loop interaction workflows. It features a Python client and CLI for managing automated tasks that require manual approval and persistence.

Granola MCP Server

Integrates Granola.ai meeting intelligence with MCP clients to provide direct access to meeting notes, transcripts, and workspace organization. It allows users to search and retrieve meeting content through natural language by leveraging existing Granola credentials.

MCP Server Basic Example

A sample implementation of Model Context Protocol server demonstrating core functionality with simple arithmetic tools and greeting resources.

mcprouter MCP Server

鏡 (Kagami)

Universal MCP Tool

A versatile tool that converts Web API interfaces into MCP tools for AI assistants, allowing them to access various web services through simple configuration and API key management.

MCP Python Server

A Python-based implementation of the Model Context Protocol that enables communication between a model context management server and client through a request-response architecture.

MCP Maker

ユーザーが新しいModel Context Protocol (MCP)サーバーを作成するのを支援する特化サーバー。様々な機能を持つプロジェクトを構築するためのツールとテンプレートを提供する。