Discover Awesome MCP Servers

Apache Hbase MCP Server by CData

Apache Hbase MCP Server by CData

Agent Handoff Certified MCP

Verifiable agent-to-agent task handoff with signed provenance chain.

OpenSumi

一个框架可以帮助您快速构建 AI 原生 IDE 产品。MCP Client 通过 MCP 服务器支持模型上下文协议 (MCP) 工具。

lucid-mcp-server

MCP server for Lucid App integration that enables AI-powered analysis and management of Lucid diagrams.

FastAPI SSE MCP Random

A FastAPI server implementing the Model Context Protocol (MCP) for structured tool use, providing utility tools including random number generation, image generation via Azure OpenAI DALL-E, and AI podcast generation.

Ad Library MCP

Searches and analyzes competitor ads and content across Meta, Google, Instagram, TikTok, and YouTube with AI-powered creative analysis and cross-platform brand discovery.

CyberMem

Enables AI tools like Claude and Cursor to share persistent memory across sessions.

SportScore

Gives your MCP host (Claude Desktop, Cursor, Continue, Zed) access to live scores, match details, standings, top scorers, knockout brackets and player stats across football, basketball, cricket and tennis. Backed by the free public SportScore API — no key, no signup, CORS-open.

Unofficial FDA MCP Server

Provides comprehensive pharmaceutical intelligence by integrating real-time openFDA data with locally-cached Orange Book and Purple Book databases. It enables users to analyze drug safety, patents, generic equivalents, biosimilars, and regulatory information through natural language queries.

FastAPI-MCP

一个零配置工具，可以自动将 FastAPI 端点暴露为模型上下文协议 (Model Context Protocol, MCP) 工具，从而允许像 Claude 这样的 LLM 系统与你的 API 交互，而无需额外的编码。

Terminal.shop MCP Server

允许 AI 助手通过 Terminal.shop 的 API 无缝地与 Terminal.shop 交互，以浏览产品、管理购物车、下单和处理订阅。

highchart-mcp-server

Enables AI assistants and clients to generate Highcharts-based charts with schema validation, export to PNG/SVG/PDF, and natural language to chart conversion.

humanizer-mcp

Measures AI-detection risk in text and provides a line-by-line rewrite plan to lower the score.

Freshservice MCP Server

Enables AI assistants to connect with Freshservice ITSM for managing tickets, assets, agents, and organizational data through natural language. It provides a comprehensive set of tools for performing CRUD operations on service desk records and searching across the Freshservice platform.

technical-notes-mcp

MCP server that allows searching a local notes directory and retrieving live CPU and memory usage.

Buildkite MCP Server

用于 Buildkite 集成的模型上下文协议 (MCP) 服务器

FofaMap

A MCP-enabled asset mapping and vulnerability scanning agent with AI self-reflection, allowing natural language queries and automated scanning decisions.

AWS MCP Server

Enables AI assistants to execute AWS CLI commands and retrieve service documentation through the Model Context Protocol. It supports Unix pipes for output filtering and provides pre-defined prompt templates for common cloud management tasks.

Task Orchestration

Task Orchestration

IB Portfolio Tracker MCP Server

Connects Claude AI to Interactive Brokers accounts to enable real-time portfolio tracking, position management, and historical market data retrieval. It also integrates financial news and sentiment analysis from multiple sources, including Finnhub and IB native feeds.

CockroachDB MCP Server

Enables AI assistants to query and interact with CockroachDB clusters through natural language, supporting schema discovery, CRUD operations, transactions, cluster monitoring, and data export with configurable safety controls.

mcp-server

Provides instructions and code to set up an MCP server using FastMCP, enabling tool creation for LLM interaction, with an example project for extracting product information from Amazon links.

Mnemozine

Mnemozine is a self-hosted unified conversational memory layer that ingests conversations from AI tools, distills them into a temporal knowledge graph, and serves that memory to agents via a single MCP server.

sqlserver-mcp-colossal

A comprehensive MCP server for SQL Server database operations, enabling CRUD operations, schema exploration, and stored procedure execution through natural language.

MCP Manager

Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP servers and expose them through a single unified endpoint with namespace routing, multi-transport support (HTTP/SSE, stdio, OpenAPI→MCP), per-tool overrides, and a web admin UI.

302AI Sandbox MCP Server

A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI's API services, allowing users to integrate and leverage 302AI capabilities through a structured communication interface.

NewsAPI MCP Server

A TypeScript-based MCP server for NewsAPI, enabling search for news articles, fetch top headlines, and discover sources through natural language.

chaining-mcp-server

A unified MCP server for enterprise tool chaining, route optimization, sequential thinking, time management, monitoring, analytics, security, and compliance.

OSM PostgreSQL Server

为 MCP 提供 OpenStreetMap 集成，允许用户查询和可视化地图数据，并提供添加标记、多边形和控制地图视图的工具。

Emotion Dataset Analysis MCP Server

This MCP server enables users to interact with and analyze the dair-ai/emotion dataset from Hugging Face containing labeled Twitter messages. It provides tools to sample data, search text, and perform statistical analysis on emotion distributions.