Discover Awesome MCP Servers

URL-Context-MCP MCP

The URL-Context-MCP MCP Server provides a tool to analyze and summarize the content of URLs using Google Gemini's URL Context capability via the Gemini API. Now also supports optional grounding with Google Search alongside URL Context. The server is designed to follow prompt-only orchestration: con

Datasette MCP

A Model Context Protocol server that provides read-only access to Datasette instances, enabling AI assistants to explore, query, and analyze data from Datasette databases through a standardized interface.

Ollama-MCP Bridge WebUI

一个将本地 Ollama LLM 连接到模型上下文协议 (MCP) 服务器的 Web 界面。它使开源模型能够使用类似于商业 AI 助手的 文件操作、网络搜索和推理工具——所有这些都在您自己的硬件上私下运行。

小记（AI记账）

小记是一款基于AI的个人智能记账工具，通过自然语言交互实现“一句话极速记账、查账”。 你只需说“早餐25元，支付宝付款”或“工资到账银行卡18000元”，系统将自动解析金额、分类、支付方式并记录到账本中。 而且支持🔥MCP客户端使用。 **Translation:** 小记是一款基于AI的个人智能记账工具，它通过自然语言交互，实现了“一句话极速记账、查账”的功能。 你只需要说“早餐25元，支付宝付款”或“工资到账银行卡18000元”，系统就会自动解析金额、分类、支付方式，并记录到账本中。 而且它还支持🔥MCP客户端使用。

ActiveCampaign MCP Server

An MCP server that enables AI tools to interact with ActiveCampaign API, allowing contact management and tracking event analysis through natural language queries.

SimplyHired MCP Server

Enables searching job listings on SimplyHired.com with customizable parameters including query, location, and search radius.

Conduit

A bridge that exposes any GraphQL API as tools consumable by Large Language Models via the Model Context Protocol (MCP), automatically discovering and translating API capabilities with zero maintenance required.

LaunchDarkly MCP Server

Enables interaction with LaunchDarkly's feature flag platform through AI clients. Supports managing feature flags, AI configs, and their variations with operations like create, update, delete, and targeting configuration.

Research Tracker MCP Server

Enables discovery and analysis of research ecosystems by extracting metadata from paper URLs, GitHub repositories, and research names. Automatically finds related papers, code repositories, models, datasets, and authors across platforms like arXiv, HuggingFace, and GitHub.

X.com MCP Server

Model Context Protocol server that enables LLMs to interact with X.com (formerly Twitter) through OAuth 2.0 authentication, supporting major Post-related operations including reading, writing, searching, and managing posts, likes, retweets, and bookmarks.

MiniMax MCP JS

基于 JavaScript 实现的 MiniMax MCP，可以通过兼容 MCP 的客户端与 MiniMax AI 服务进行交互，实现图像生成、视频生成、文本转语音和声音克隆等功能。

Ghost MCP Server

An implementation of the Model Context Protocol Server that allows AI clients like Cursor or Claude Desktop to manage Ghost CMS blogs by exposing capabilities like creating posts, adding tags, and uploading images.

MCP Server Demo

A simple demonstration project for the Model Control Protocol (MCP) server that provides tools for AI assistants to fetch news articles, perform calculations, retrieve weather data, and generate personalized greetings.

ROADrecon MCP Server

克劳德 MCP 服务器用于对 ROADrecon 数据执行分析。

mcp_search_images

一个基于多个图像 API 和图标生成功能的搜索服务，专门设计用于与 Cursor MCP 服务集成。支持图像搜索、下载和 AI 生成的图标。

Alibaba Cloud RDS OpenAPI MCP Server

一个服务器，通过 OpenAPI 为阿里云 RDS 数据库服务提供管理和连接功能，使用户能够通过 MCP 集成创建、查询和修改 RDS 实例。

Pythagraph RED MCP Server

Enables retrieval and analysis of graph data from the Pythagraph RED API. Provides formatted tables, statistics, node/edge distributions, and comprehensive summaries for graph visualization and insights.

Semrush MCP Server

A Cursor MCP server that provides tools and prompts for accessing various Semrush keyword-related API endpoints, enabling keyword research, analysis, and monitoring through natural language.

Advanced PocketBase MCP Server

一个全面的 MCP 服务器，提供复杂的工具来与 PocketBase 数据库交互。该服务器通过模型上下文协议 (MCP) 实现高级数据库操作、模式管理和数据操作。

SAP Fieldglass MCP Server by CData

This read-only MCP Server allows you to connect to SAP Fieldglass data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

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JSR MCP

Model Context Protocol server for the JSR (JavaScript Registry)

ABLESTACK MOLD MCP Server

Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabling direct CloudStack API calls, exploration, and debugging. Supports automatic API registration, async polling, parameter expansion, and signature debugging for comprehensive cloud infrastructure management.

feedback-loop-mcp

feedback-loop-mcp

Web-curl MCP Server

A powerful tool for fetching and extracting text content from web pages and APIs, supporting web scraping, REST API requests, and Google Custom Search integration.

macOS Simulator MCP Server

An MCP server that allows AI tools like Claude Desktop, Claude Code, and Cursor to visually interact with macOS applications by capturing screenshots and controlling the mouse and keyboard.

✨ Awesome Model Context Protocol (MCP) Servers

🧩 精选的模型上下文协议 (MCP) 服务器列表，这些服务器通过文件、API、数据库等真实世界上下文来扩展 AI 的能力。