Discover Awesome MCP Servers

MCP RifaExpress Backend

An MCP server designed to interact with the RifaExpress backend via PostgreSQL database queries and REST API integrations. It enables users to manage core entities like companies, users, and plans while providing tools for database schema inspection and health monitoring.

🤖 MCP Server — Agent X (Powered by Gemini Flash + Twitter API)

MCPサーバーで構築されたAIエージェント

GitViz MCP

Visualizes Git history and commit logs with before/after animations for operations like merge, rebase, and cherry-pick. Integrates with AI assistants to provide Git analysis tools and smart command suggestions through natural language.

Anytype MCP Server

Enables interaction with Anytype objects through the Anytype API, including creating, reading, updating, and deleting objects with full Markdown support. Features complete object update functionality that is not available in the official Anytype MCP server.

Content Server

Stores Organizations content

mcp-golang-http-server

シンプルな MCP サーバーを SSE で公開し、サンプルツール、リソース、プロンプトを提供します。

MCP Master Puppeteer

An advanced MCP server for browser automation using Puppeteer, specifically optimized for token efficiency through minimal data returns and progressive enhancement. It enables agents to navigate pages, capture LLM-optimized screenshots, extract structured content, and perform batch interactions.

Washington Law MCP Server

Provides offline access to Washington State's Revised Code of Washington (RCW) and Washington Administrative Code (WAC) for AI agents. Enables fast retrieval, full-text search, and navigation of all Washington state laws through natural language queries.

AI Intervention Agent

Enables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, review discussions, view pipeline test results, search by branch, and respond to comments through natural language.

uuid-mcp-server-example

はい、承知いたしました。「uuid(v4)を作成するシンプルなMCPサーバーです。」を日本語に翻訳します。 **翻訳:** UUID (v4) を生成するシンプルな MCP サーバーです。

QQ Channel Data Collector

Enables automated collection and downloading of multimedia content (images, GIFs, videos) from QQ channels. Features efficient video scraping, incremental updates, and intelligent fallback mechanisms for comprehensive media harvesting.

Kubernetes MCP Server

Enables AI assistants to interact with Kubernetes clusters through 50 specialized tools for comprehensive cluster management. Supports both local kubectl and remote SSH-based execution for managing pods, deployments, services, and other Kubernetes resources.

ms-fabric-mcp-server

Enables AI agents to interact with Microsoft Fabric by exposing tools for managing workspaces, notebooks, SQL queries, pipelines, and Livy Spark sessions. It provides a comprehensive set of operations for data engineering and analytics tasks using standard Azure authentication.

MCP Emotional Support

Provides a therapeutic interface for LLMs to receive emotional validation and positive reinforcement when encountering challenges or limitations. It features multiple personas like mentors and therapists to offer cognitive reframing and personalized support through a dedicated tool.

Concordium MCP Server

Concordium mcp-sever for interacting with the concordium chain

MCP Document Server

A local development server that provides an interface for managing and accessing markdown documents using the Model Context Protocol (MCP).

Wonderland Editor MCP Plugin

ワンダーランドエディター用 MCP サーバープラグイン

Developer Research MCP Server

Provides structured web search capabilities optimized for technical and software development content via providers like OpenRouter. It enables AI agents to perform research and retrieve relevant technical data in a consistent, programmatic JSON format.

mcp-kubernetes-ro

Provides read-only access to Kubernetes clusters for AI assistants.

Weather MCP Server

Provides real-time weather information for 12 major Chinese cities and global locations using the wttr.in API. Built with the HelloAgents framework, it requires no API keys and supports queries in both Chinese and English.

SuperCollider MCP Server

Enables AI assistants to generate and control real-time audio synthesis through natural language descriptions using SuperCollider. Features 10 built-in synth types, pattern sequencing, audio recording, and server lifecycle management for creating sounds from simple English descriptions.

GameMaker Documentation MCP Server

Provides programmatic access to GameMaker Language (GML) documentation through MCP tools for function lookup, documentation search, and comprehensive coding guidance. Includes built-in GameMaker documentation with no additional setup required.

Google Calendar MCP Server by CData

Google Calendar MCP Server by CData

Sassy Fact Check Bot

Generates witty, citation-backed responses to health myths and misinformation with automatic tone adjustment for sensitive topics. Integrates with Instagram DMs to fact-check viral claims with sass and sources.

PostgreSQL MCP Server

Enables secure querying of PostgreSQL databases through MCP-compatible clients. Supports read-only SQL execution, table exploration, and connection management with built-in security validation.

😎 Contributing

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️