Discover Awesome MCP Servers

mcp-meme-sticky

mcp-meme-sticky

AkShare MCP Server

Provides access to historical financial data for US, Hong Kong, and A-share markets using the AkShare library. It returns formatted stock market data, including prices and trading volumes, in easy-to-read Markdown tables.

gopls-mcp

https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

Notifications MCP Server

A Model Context Protocol server that allows AI agents to play notification sounds when tasks are completed.

G4 Data Model MCP Server

Enables deployment of a customizable MCP server on Cloudflare Workers without authentication. Allows users to define custom tools and connect to clients like Claude Desktop or Cloudflare AI Playground for remote tool execution.

Google Analytics MCP Server

Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve account summaries, property details, and custom metrics. It allows users to run core and real-time reports to analyze website performance and configuration via natural language.

xhs-mcp

Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote) using Playwright browser automation. It supports title, body, and image uploads while maintaining persistent login sessions for seamless automated posting.

Rechtsinformationen Bund DE MCP Server

Provides access to the official German Federal Legal Information Portal (rechtsinformationen.bund.de) enabling AI agents to search German federal laws, court decisions, and legal documentation with authoritative citations from official sources.

docx-mcp

Enables comprehensive management of Microsoft Word documents with 30+ tools for reading, writing, formatting, template merging, image extraction, equation extraction, and style application.

MCP Windows Screenshots

An MCP server that enables Claude to access Windows screenshots from WSL2, allowing users to easily share screenshots with Claude Code without manually navigating complex file paths.

MCP Server Kalshi

Un servidor MCP para interactuar con los mercados de predicción de Kalshi.

RunPod MCP Server

Este servidor de Protocolo de Contexto del Modelo (MCP) permite la interacción con la API REST de RunPod a través de Claude u otros clientes compatibles con MCP, proporcionando herramientas para la gestión de pods, endpoints, plantillas, volúmenes de red y autenticaciones de registro de contenedores.

Kafka MCP Server

An MCP server that enables interaction with Kafka clusters to manage topics, monitor consumer groups, and stream messages. It provides a comprehensive suite of tools for broker metadata inspection and local Kafka user management.

GlitchTip MCP Server

Integrates GlitchTip error monitoring with AI assistants to fetch, analyze, and debug production errors. It enables users to list issues, retrieve event details, and perform guided triage of application errors through natural language.

Neo4j GraphRAG MCP Server

An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.

Youtube-MCP

Production-grade Model Context Protocol server for YouTube intelligence. Extract, analyze, and automate insights from YouTube channels and videos using the official YouTube Data API v3. Built for AI agents, automation pipelines, and content intelligence workflows.

Codemagic

A local Python MCP server that exposes the Codemagic CI/CD REST API as Claude-callable tools. Trigger builds, manage apps, download artifacts, and clear caches — all from Claude Code or Claude Desktop without leaving the chat.

mcp-server-springaidemo

Una demostración de mcp-server con Spring AI.

Github MCP Server Java

A Java implementation of the GitHub MCP (Model Context Protocol) Server using Spring AI. This server provides MCP-compatible tools for interacting with the GitHub API.

Hyperbrowser MCP Server

Enables web scraping, crawling, structured data extraction, and browser automation through multiple AI agents including OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use.

Alpaca MCP Server

Enables natural language trading operations through AI assistants using Alpaca's Trading API. Supports stocks, options, crypto trading, portfolio management, and real-time market data access.

DingTalk MCP Server

Enables Claude to interact with DingTalk workspaces to search for users, retrieve detailed employee information, and send private messages. It bridges the Model Context Protocol with DingTalk's internal enterprise APIs for seamless workspace communication.

Zerodha MCP Server

Enables natural language access to Zerodha trading accounts for retrieving portfolio holdings, positions, orders, funds, and real-time market prices. Supports secure authentication for Indian stock market trading operations via Claude, Cursor, and other MCP-compatible AI tools.

Home Assistant MCP Server (HA-mcp)

Enables AI assistants to interact with Home Assistant to control smart home devices, query entity states, and manage automations using natural language. It provides over 90 tools for comprehensive system management, including dashboard configuration, service execution, and automation debugging.

FastMCP OpenAPI

Dynamically generates MCP tools from OpenAPI specifications, enabling AI assistants to interact with any REST API through natural language. Supports multiple APIs with authentication, parameter validation, and integration with Claude Desktop and LangChain.

Stella MCP Server

Enables AI assistants to programmatically create, read, validate, and modify Stella system dynamics models in the XMILE format. It supports building complex stock-and-flow diagrams and exporting them as .stmx files for use in Stella Professional.

VibeCheck

An AI-powered MCP server that automates web testing workflows by enabling recording, execution, and discovery of tests through natural language prompts.

MCP Standardized Tool Demo

A Node.js-based MCP server that extracts numbers from text and generates statistical chart data such as bar, pie, and line charts based on frequency. It enables AI agents to perform data extraction and visualization tasks through the Model Context Protocol.

神岛地图数据统计

Acceso a los datos de usuarios, la información de mapas y las estadísticas de la plataforma Shendao.

MCP Maximo Server

Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify Agent to manage assets, work orders, and inventory through natural language interactions with enterprise asset management systems.