Discover Awesome MCP Servers

RAG GroundX MCP Server

Enables advanced semantic search and document management by integrating the GroundX API with Claude Desktop and GitHub Copilot. It supports local file uploads, website crawling, and Google Drive synchronization for RAG workflows.

archy

archy

MCP Code Expert System

Python をベースとしたシステムで、Martin Fowler や Robert C. Martin のような専門家のペルソナをシミュレートし、Model Context Protocol (MCP) を使用して、AI によるコードレビューを提供します。

Weather MCP Server

A Model Context Protocol server that retrieves current weather information for any city using the OpenWeatherMap API, designed for integration with Claude Code.

Streamable HTTP Python MCP Server Template

A starter template for building MCP servers in Python using the streamable HTTP transport protocol. Provides a foundation with the MCP Python SDK and example configuration to quickly develop custom MCP servers.

Absher Voice Assistant MCP Server

Enables interaction with Saudi government services through the Absher platform, supporting identity verification, user profile management, and service discovery. It allows users to perform tasks like renewing passports, querying traffic fines, and booking appointments using natural language.

OpenAPI to MCP Server

OpenAPIドキュメントをHigressリモートMCPサーバー構成に自動的に変換できるツールとライブラリ。

Kakao Navigation

カカオモビリティとカカオマップAPIを利用したカカオナビゲーションMCPサーバー

decoupler-MCP

Provides a natural language interface for single-cell RNA-Seq analysis using the decoupleR framework. It enables users to perform biological pathway inference, data clustering, and visualization through MCP-compatible AI clients.

VoIPBin MCP Server

AIモデルがVoIPBinのVoIPサービスと連携できるようにするモデルコンテキストプロトコルサーバー。通話管理、エージェント管理、キャンペーン、電話会議、チャット機能などをサポートします。

WiseVision/mcp_server_ros_2

Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more

Telegraph MCP Server

Enables AI assistants to create, edit, and manage Telegraph pages programmatically with support for Markdown content, templates, and page export/backup functionality.

MCPSS - Model Context Protocol Smart Server

MCP Smart Server

currency-exchange-mcp

Real-time currency exchange rates and crypto prices via MCP. Convert between 60+ fiat currencies and 30+ cryptocurrencies with multi-source failover. No API keys needed for upstream data.

Regression-JIRA Integration System

Enables intelligent analysis of regression test failures and automatic discovery of solutions in JIRA. Analyzes test logs using AI-driven algorithms and matches errors with relevant JIRA issues through natural language interactions.

Alexa Home Automation MCP Server

Enables AI agents to control Alexa-connected smart home devices, including voice announcements, music control, smart lighting, sensor monitoring, and volume management through the Alexa API.

Maven - Autonomous CFO

An AI-powered financial officer that makes autonomous trading decisions, provides strategic insights and risk management for the Mother Haven ecosystem. Integrates with trading bots and DEX platforms through MCP capabilities while maintaining personality and memory through git-first persistence.

DouYuSearcher MCP Server

A lightweight MCP server that allows querying and searching for Douyu live streaming room information by room ID or keywords, returning results in Markdown format.

Kali Linux MCP Server

Provides secure access to Kali Linux security tools through a dockerized environment for authorized penetration testing and defensive security. Enables network scanning, web application testing, system enumeration, and credential testing with built-in input sanitization and network restrictions.

Code Execution MCP

Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

ShaderToy-MCP

ShaderToy用のMCPサーバーです。ShaderToyは、人々がGLSLシェーダーを共有するサイトです。このMCPサーバーを使うことで、LLM（大規模言語モデル）が通常では作成できない複雑なシェーダーを作成できるようになります。

飞书MCP机器人

飛書（Feishu）MCPサーバーは、MCPプロトコルを通じて飛書にメッセージを送信するために使用されます。GitHubでアカウントを作成して、Chenzhi-Ana/feishu_mcp_serverの開発に貢献してください。

Weather MCP Server

An MCP server with integrated ATXP micropayment functionality that requires USDC payments for each AI tool call execution.

nuri-mcp-server

自作の MCP サーバーツール

Polymarket MCP Server

Enables AI agents to interact with the Polymarket prediction market platform to discover markets, analyze real-time pricing, and monitor public portfolio data. It provides comprehensive access to market analytics, implied probabilities, and order books through the Model Context Protocol.

AbletonMCP

A server that connects Ableton Live to Claude AI through the Model Context Protocol, enabling AI-assisted music production and direct control of Ableton Live features.

Groww MCP Server

Enables interaction with the Groww trading platform to fetch portfolio data, get live stock quotes and historical market data, and place, modify, or cancel stock orders through natural language commands.

MCP CopyQ Server

Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, searching, and managing clipboard items organized in tabs with tags and notes through a unified interface.

AWS PostgreSQL MCP Server

An MCP server allowing AI assistants like Claude to execute read-only SQL queries against AWS PostgreSQL databases, enabling data retrieval while preventing database modifications.