Discover Awesome MCP Servers

RunPod MCP Server

这个模型上下文协议服务器允许通过 Claude 或其他 MCP 兼容的客户端与 RunPod 的 REST API 进行交互，从而提供管理 Pod、端点、模板、网络卷和容器注册表身份验证的工具。

Minecraft Ops MCP

An MCP server for managing and operating Minecraft servers through multiple backend protocols including MCSManager API, RCON, and MSMP. It provides tools for instance lifecycle management, file operations, console commands, player administration, and server configuration with built-in security controls.

Gmail API MCP Server

A Model Context Protocol server that enables interaction with the Gmail API through natural language, auto-generated using AG2's MCP builder.

AgentGo MCP Service

A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.

BlobGuard MCP

A lightweight, multi-tenant blob storage and diff server that helps LLM coding agents manage large code edits while reducing hallucinations and maintaining work integrity.

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.

BNM-MCP

这是一个用于 BNM (马来西亚国家银行) OpenAPI 的 MCP (模型上下文提供者) 服务器。它仅涵盖 BNM API 的一个子集。

MCPHub

A centralized management platform that aggregates multiple Model Context Protocol (MCP) servers into a single unified endpoint for AI agents. It provides a web interface for hot-swappable tool management, proxying of existing servers, and AI-powered generation of custom MCP plugins.

Edit MCP

Edit MCP

mu-mcp

An MCP server that enables querying, viewing, and interacting with local emails through the mu mail indexer. It allows users to search messages, read email content, and open attachments directly from Claude Desktop and other MCP clients.

Berlin Group MCP Server

Provides AI assistants with contextual access to Berlin Group Open Finance API specifications, enabling specification-compliant guidance through semantic search, graph database queries, and document retrieval.

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.

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.

Bible MCP

Enables local-first semantic search and retrieval of Korean Bible verses using FAISS embeddings and full-text indexes. Supports exploration of biblical entities including people, places, and events with Korean-to-English query handling.

sql-mcp

Formats SQL queries with support for 14 dialects, keyword casing, and tab width.

Lyceum

An MCP server that enables querying and managing Calibre libraries via chat by interacting with the Calibre content server over HTTP. It allows users to search for books, update metadata, manage authors and tags, and handle book file uploads or conversions.

expression-atlas

Enables querying the EBI Expression Atlas for gene expression data across species and conditions. Part of the Pipeworx gateway, it provides access to baseline and differential expression studies.

TestRail MCP Server

Connect your AI coding assistant to TestRail to manage test cases, runs, results, and more directly from VS Code, Cursor, Claude Desktop, or Claude Code.

Gortex

High-performance code graph and code intelligence engine. Index code base into knowledge graph, supports 257 languages and native multi repositories environment

AIE8-MCP Server

An MCP server that provides web search capabilities through the Tavily API and weather data retrieval tools. It demonstrates how to integrate external APIs into AI applications and build agentic workflows with LangGraph.

lore-mcp

Persistent knowledge layer for AI agents. Structured KB with search, investigation threads, multi-session journal, and multi-agent attribution. SQLite or PostgreSQL.

MCP Jira & Confluence Server

A Model Context Protocol server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly through features like issue management, page creation, and content search.

greenroom

An entertainment recommender MCP server that integrates with TMDB to help agents discover films and television shows based on genre, release year, and language. It also includes utilities for comparing multi-agent LLM responses and analyzing entertainment industry data.

NSE Ticker MCP Server

Enables access to National Stock Exchange (NSE) market data through the Upstox API. It allows users to retrieve historical OHLCV candle data across various time intervals for stock analysis.

Viz MCP Server

Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG files.

Google Sheets Analytics MCP

This MCP server enables AI assistants to automatically sync Google Sheets data to a local database and perform natural language queries and analysis on spreadsheet data.

GitMCP

Transforms any GitHub repository or GitHub Pages site into a documentation hub for AI assistants using the Model Context Protocol. It allows AI tools to access real-time code and documentation to prevent hallucinations and provide accurate API usage examples.