发现优秀的 MCP 服务器

Twitter Marketing MCP

Twitter Marketing MCP

Xdebug MCP Server

Enables AI assistants to debug PHP applications through Xdebug's DBGp protocol, providing full debugging control including breakpoints, variable inspection, stack traces, and advanced features like watch expressions and code coverage.

MCP Test DB Server

Enables interaction with a PostgreSQL database through MCP tools for employee management. Supports listing and adding employees via natural language chat interface with LLM integration.

airflow-mcp-server

好的，这是对提供的 GitHub 链接的翻译： **标题:** Airflow MCP Server **翻译:** Airflow MCP 服务器 (Airflow MCP 服务器) **解释:** * **Airflow:** Airflow (无需翻译，是 Apache Airflow 的简称) * **MCP:** MCP (无需翻译，通常指 Metadata Collection Platform，元数据收集平台) * **Server:** 服务器 (fú wù qì) 因此，整个标题可以翻译为： * **Airflow MCP 服务器** (最直接的翻译) * **Airflow 元数据收集平台服务器** (更详细的翻译，如果需要解释 MCP 的含义) 根据上下文，选择哪个翻译更合适。 通常情况下，直接使用 "Airflow MCP 服务器" 即可。

TiDB MCP Server

一个模型上下文协议服务器，允许在 TiDB 数据库上执行 SELECT 查询，并可选择性地支持 INSERT、UPDATE 和 DELETE 操作（当明确启用时）。

Jumpserver MCP Server

mcp-jumpserver 是 JumpServer 的模型上下文协议 (MCP) 服务器实现。

Context7 MCP Python Server

Provides real-time access to code library documentation and examples through Context7 API integration, enabling AI assistants to retrieve up-to-date technical documentation, code snippets, and best practices for various programming libraries.

AI-powered chat system with multiple MCP servers.

基于人工智能的聊天系统，具有多个MCP服务器。

Scancode License Analysis Tool for MCP

Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.

MCP Contemplation

Provides an interface to Claude's contemplation loop, enabling continuous background cognitive processing that maintains thoughts, recognizes patterns, and develops insights between conversations.

🔒 Minimal Entra ID-authenticated MCP Server

演示如何在不传递访问令牌的情况下将 Entra ID 与 MCP 服务器一起使用。

mcp-graphql-enhanced

Enhanced MCP server for GraphQL with filtered introspection and full variable support.

Webpage MCP Server

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting for protection against abuse.

Calculator MCP

一个模型上下文协议服务器，为大型语言模型提供基本的计算器功能，使其能够执行加法、减法、乘法、除法、取模和平方根等数学运算。

Inventory Analysis MCP Server

Connects to Odoo ERP to provide comprehensive inventory analysis, including demand forecasting, ABC/XYZ classification, and stock level monitoring. It enables users to identify slow-moving items and generate turnover or aging reports through natural language queries.

SQLite MCP Server

允许通过模型上下文协议查询存储在 SQLite 数据库中的日志数据，从而实现与日志分析的自然语言交互。

RevitMCP - Revit自然语言交互

用于 Revit 的 MCP 服务器和插件。

PsMCP - MCP Server for Photoshop

A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.

BinoculoMCP (WIP)

使用 LLM 进行 Banner 抓取 (MCP 服务器) (Shǐyòng LLM jìnxíng Banner zhuā qǔ (MCP fúwùqì))

melrōse musical expression player

melrōse musical expression player

Maestro MCP

用于 Maestro 的 MCP 服务器 (Yòng yú Maestro de MCP fúwùqì)

MCP PDF Reader

A server that provides tools for reading and processing PDF documents, allowing users to list available PDFs and extract their content in Markdown format.

MCP Serp

An MCP server that provides structured Google Search capabilities including web, images, news, videos, maps, and local places via the AceDataCloud SERP API. It enables AI clients to perform localized searches and retrieve detailed information from the Google Knowledge Graph.

Sentiment Evolution Tracker

An enterprise-ready MCP server that provides persistent sentiment analytics, churn prediction, and automated risk alerting for customer conversations. Enables Claude to track sentiment trends, detect at-risk customers, generate reports, and maintain historical context across interactions.

Telegram Bot MCP

Enables AI assistants to send messages and interact with Telegram chats through MCP tools, with support for user management, conversation history, and bot command handling.

Infinigen MCP Server

Enables AI assistants to generate photorealistic 3D scenes, indoor environments, and individual 3D assets procedurally using Infinigen. Supports various export formats and computer vision annotations for generated scenes.