Discover Awesome MCP Servers

Excel MCP Server

A Model Context Protocol server that enables AI agents to freely operate Excel spreadsheets, providing tools for workbook creation, cell manipulation, formatting, formula handling, and data export.

ramp-mcp: A Ramp MCP server

A Model Context Protocol server that enables LLMs to interact with Ramp's financial data by retrieving, analyzing, and running tasks through Ramp's Developer API, using an in-memory SQLite database to overcome token limitations.

http-4-mcp

HTTP-4-MCP 配置工具让您可以轻松地将 HTTP API 转换为 MCP 工具，无需编写代码。通过简单的界面操作，您可以快速配置一个 mcp-server。

FireCrawl MCP Server

一个实现了模型上下文协议 (MCP) 的服务器，并集成了 FireCrawl 以提供高级网页抓取功能。

MCTS MCP Server

A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tree Search algorithms for deep, explorative analysis of topics, questions, or text inputs.

Homey MCP Server

Enables interaction with Homey smart home devices through natural language, allowing users to control devices, manage zones, and trigger automation flows.

RanchHand

Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools. Provides access to chat completions, model listings, and embeddings generation from local or remote OpenAI-style endpoints.

Wordware MCP

A Model Context Protocol server that bridges AI assistants like Claude with Wordware's specialized agent capabilities, allowing dynamic loading and access to any Wordware flow through a standardized interface.

Your AI Assistant in Memory Forensics

这个仓库托管了一个用于 volatility3.x 的 MCP 服务器。

Database MCP Server

Enables AI assistants to interact with PostgreSQL and Supabase databases through natural language. Supports secure database operations including queries, migrations, and schema management with user-provided credentials.

FastAPI MCP Server

A production-ready Model Context Protocol server built with FastAPI, featuring JWT authentication, PostgreSQL database support, Redis caching, and comprehensive health monitoring for building secure async API applications.

MCP Flashcards

An MCP server for creating, studying, and organizing flashcard decks programmatically with features like spaced repetition and statistics tracking.

Quarkus MCP Servers

Quarkus 中的模型上下文协议服务器。通过在 GitHub 上创建一个帐户来为 quarkiverse/quarkus-mcp-servers 的开发做出贡献。

MCP KQL Server

Enables intelligent KQL query execution against Azure Data Explorer clusters with AI-powered schema caching and natural language to KQL conversion. Provides automated schema discovery and context-aware query assistance for enhanced data exploration.

ACOMO MCP Server

Enables interaction with ACOMO API through MCP tools and resources. Provides comprehensive API exploration, operation calling, and schema inspection capabilities for ACOMO backend services.

NYTimes Article Search

这是一个基于 TypeScript 的 MCP 服务器，它允许根据关键词搜索过去 30 天的《纽约时报》文章。

XiaozhiMCP-MapNAVI

An MCP tool that integrates with Amap API services, allowing AI to access geographic information, weather data, and route planning.

Celestial Position MCP Server

Provides altitude-azimuth coordinates for celestial objects including planets, over 117,000 stars, and 14,000 deep sky objects based on system time and configurable location.

MCP Server Hub UI

A management interface for MCP servers built with Angular 17 and Bootstrap 5.

Amazon Nova Reel MCP Server

An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedrock, providing asynchronous video generation with comprehensive prompting guidelines and multiple transport methods.

Hacker News MCP Server

Enables AI assistants to access Hacker News content through 9 comprehensive tools for fetching stories, comments, user profiles, and job postings. Supports flexible output formats, pagination, and various story categories (top, new, best, Ask HN, Show HN).

AI Master Control Program (MCP) Server

AI主控程序 (MCP) 服务器 - 使AI模型能够与您的系统交互

Gemini MCP Server

Integrates Google Gemini AI into Warp terminal workflows through three focused tools: single-turn chat for quick questions, multi-turn conversations with context preservation, and AI-powered code analysis with bug detection and optimization suggestions.

Repo Analyzer MCP Server

一个 MCP 服务器，用于分析 Git 仓库并提供 Dockerfile 创建指导，通过 stdio 传输在本地运行。

Socket MCP Server

A Model Context Protocol (MCP) server for Socket integration, allowing AI assistants to efficiently check dependency vulnerability scores and security information.

mcp-freecad

这个项目旨在使用模型上下文协议（MCP）在人工智能助手和FreeCAD CAD软件之间提供强大的集成。它允许外部应用程序通过标准化的接口与FreeCAD交互，提供多种连接方式和专用工具。

mcp-declarative-java-sdk-examples

MCP Server Examples: Built Using Annotation-driven MCP Java SDK

FhirMCP

Enables LLMs to securely interact with FHIR healthcare servers and HL7 terminology services. Provides comprehensive healthcare data operations with built-in PHI protection, audit logging, and SMART on FHIR authentication.

TickTick MCP Server

A Model Context Protocol server that integrates with TickTick task management service, allowing AI assistants to list, create, update, and complete tasks with proper timezone handling.