Discover Awesome MCP Servers

Reconnaissance Blind Chess MCP Server

Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant with limited vision) locally against AI bots or remotely on the official RBC server at rbc.jhuapl.edu.

GitIngest MCP Server

Integrates GitIngest to generate context files from public and private GitHub repositories, optimized for LLM consumption. Supports flexible file filtering, Docker deployment, and secure token-based authentication for private repository access.

Stock MCP Server

Provides real-time stock data and AI-powered analysis for A-shares, Hong Kong stocks, and US stocks. Features sentiment analysis of financial news, deep research reports, and comprehensive market data through multiple integrated data sources.

KaitoMCPServer

A Python-based MCP server that uses uv for dependency management, requiring Python 3.13+ to run.

KaiaFun MCP

An MCP server that enables token listing, trading, and interaction with the Kaia blockchain via Claude Desktop.

MCP Code Mode

Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.

BloodHound-MCP 🩸

BloodHound-MCP es una herramienta poderosa diseñada para analizar y visualizar relaciones de red complejas dentro de entornos de Active Directory. Ayuda a los profesionales de seguridad a identificar posibles rutas de ataque y a mejorar su postura de seguridad general.

Neptune MCP Server

Enables AI agents to deploy applications to AWS with DevOps capabilities by automatically inferring infrastructure needs from code and generating inspectable Infrastructure as Code specifications.

Bright Data MCP

Servidor oficial de Bright Data para el Protocolo de Contexto del Modelo que permite a asistentes de IA como Claude Desktop referenciar y tomar decisiones basadas en datos web públicos en tiempo real.

LLMDotfiles MCP Server

A Model Context Protocol server that scans and exposes AI-related dotfiles and configuration files to LLM agents, helping them understand project context and guidelines.

PyAirbyte MCP Server

Generates complete PyAirbyte data pipeline code and setup instructions for moving data between 600+ Airbyte source and destination connectors or to Pandas DataFrames, using AI-powered context-aware guidance based on connector documentation.

Aptos Blockchain MCP

Integrates Aptos blockchain access into AI applications, enabling interaction with tools for native APT operations, custom coin management, and transaction handling.

Quick-start Auto MCP

Una herramienta que ayuda a registrar fácilmente el Protocolo de Contexto del Modelo (MCP) de Anthropic en Claude Desktop y Cursor, proporcionando funcionalidad RAG, integración con Dify y capacidades de búsqueda web.

Weather Service MCP

A learning project demonstrating how to build MCP servers with Python, featuring weather query tools that showcase custom tool creation, configuration, and integration with AI assistants.

ElevenLabs MCP Server

Official ElevenLabs Model Context Protocol server that enables AI assistants like Claude to interact with Text to Speech and audio processing APIs, allowing them to generate speech, clone voices, transcribe audio, and create soundscapes.

IX-API MCP Server

An auto-generated Multi-Agent Conversation Protocol Server that enables interaction with the IX-API (Internet Exchange API) through natural language, allowing for management of interconnection services in data centers.

Context Mode

An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.

PubChem MCP Server

Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.

MySQL MCP Server

A comprehensive MySQL interface for the Model Context Protocol that enables database management, SQL execution, and performance analysis. It features a robust Git-style version control system with automatic backups, secure permission management, and precise rollback capabilities for all data operations.

Jules MCP Server

Exposes Google Jules AI capabilities for automated coding tasks, including session management, code reviews, and unified diff handling. It enables users to create sessions, approve plans, and synchronize AI-generated code changes with GitHub repositories.

Swarms MCP Documentation Server

An Agent Framework Documentation server that enables AI agents to efficiently retrieve information from documentation databases using hybrid semantic and keyword search for seamless agent integration.

MCP Weather Server

Enables users to get current weather information for any city through a simple JSON-RPC interface. Integrates with OpenWeatherMap API to provide real-time weather data including temperature, conditions, and other meteorological information.

MCP Port Scanner

An intelligent layered port scanning service based on MCP protocol, designed for AI assistants and development tools to perform network security analysis with real-time feedback.

Google Search Console MCP Server

Provides access to Google Search Console to retrieve and analyze search performance data including queries, pages, and rankings. It enables users to perform rich data analysis through customizable reporting periods and dimensions using the Search Console API.

GIT MCP Server

Node.js server implementing Model Context Protocol for git operations, enabling AI assistants to manage git repositories through natural language commands.

Hyperliquid MCP Server v3

A streamlined version of the Hyperliquid MCP Server that can be set up with a single command

Mi Note MCP Server

Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants to read, search, create, manage notes and folders with automatic Markdown/XML conversion and image upload support.

mcpstat

A Python utility for adding usage tracking, analytics, and audit trails to MCP servers using SQLite-backed persistence. It enables developers to monitor tool, prompt, and resource activity and expose these statistics directly to LLM clients.

Eureka Labo Task Management MCP Server

Enables task management and automated development workflow tracking with Eureka Labo, including creating/updating tasks, starting work sessions, and automatically capturing git changes with diff logging.