发现优秀的 MCP 服务器

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MCP Language Server

运行一个语言服务器，并提供与其通信的工具。语言服务器擅长大型语言模型（LLM）经常难以胜任的任务，例如精确理解类型、理解关系以及提供准确的符号引用。

AGI MCP Server

A Model Context Protocol server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations through episodic, semantic, procedural, and strategic memory types.

Documentation Search MCP Server

A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.

FastAPI-MCP

A zero-configuration tool that automatically converts FastAPI endpoints into Model Context Protocol (MCP) tools, enabling AI systems to interact with your API through natural language.

Google Photos MCP Server

Enables AI assistants to search, browse, and retrieve metadata and images from your Google Photos library. It supports content-based filtering, album listing, and location extraction via STDIO and HTTP transports.

DeepSeek MCP Server

实现了 DeepSeek 语言模型与 MCP 兼容应用程序的集成，提供诸如聊天完成、自定义模型选择和参数控制等功能，以增强基于语言的交互。

GitLab MCP for Code Review

An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.

Google Analytics Data API MCP Server

镜子 (jìng zi)

Retail Supply Chain Analysis MCP

使用户能够上传零售数据，分析趋势，优化库存，并使用人工智能驱动的洞察预测销售额，相当于一位资深供应链专家。

PentestThinkingMCP

Enables automated penetration testing workflow planning using Beam Search and Monte Carlo Tree Search algorithms to generate step-by-step attack paths, score vulnerabilities, and recommend tools for reconnaissance, exploitation, and privilege escalation tasks.

🧠 Researcher MCP Server

一个用于研究和文档辅助的，使用 Perplexity AI 的模型上下文协议 (MCP) 服务器。 Or, a slightly more formal translation: 一个使用 Perplexity AI 的，用于研究和文档辅助的模型上下文协议 (MCP) 服务器。

Rishi's Interactive Resume MCP Server

Enables natural language querying of a resume with AI/ML experience, business impact metrics, and technical skills. Supports searching by company, skill, or achievement with built-in analytics and evaluation capabilities.

Azure DevOps MCP Server

一个模型上下文协议服务器，它使 AI 助手能够通过标准化协议与 Azure DevOps 资源进行交互，这些资源包括项目、工作项、存储库、拉取请求、分支和管道。

RAG MCP Server

An API that enables document querying through a Retrieval-Augmented Generation system implemented with Memory-Controller-Policy architecture for improved maintainability and scalability.

Chop MCP TypeScript

A Model Context Protocol server that enables interaction with Chop's Setup system, providing an interface to retrieve setup information via a REST API.

MCP FHIR Server

Provides read/write access to any FHIR-compliant healthcare API with built-in validation, supporting resource management, search operations, and granular permissions through natural language.

BIP MCP Server

Enables AI-powered natural language queries about BIT Information Portal (BIP) data by integrating with BIP APIs through session management. Uses Google Gemini to intelligently route questions to appropriate endpoints and generate contextual answers about students, departments, courses, faculty, and achievements.

Orion Salesforce MCP Server

Enables natural language querying and data manipulation of Salesforce orgs, with intelligent SOQL/SOSL generation, cross-object search, and enterprise-ready features optimized for wholesale distribution systems.

MCP server for Obsidian

MCP 服务器通过 Local REST API 社区插件与 Obsidian 交互。

Lighthouse MCP

Enables AI models to perform Google Lighthouse website performance analysis, including Core Web Vitals, accessibility, SEO audits, and actionable optimization recommendations. Provides comprehensive web performance insights through natural language interactions.

qrcode generator

mcp tool to generate qrcode

MCP Data Visualization Server

Enables creating interactive data visualizations from natural language queries using DuckDB for local databases or Databricks for enterprise data warehouses. Supports multiple chart types, CSV imports, SQL queries, and automatic statistical analysis through Claude Desktop.

mcp-reddit

Please provide me with the Reddit post and hot thread you would like me to translate. I need the text to be able to translate it into Chinese.

OpenAI and Claude MCP

一个简单的服务器，充当主控程序 (MCP)，通过一个 API 端点与 OpenAI 和 Anthropic (Claude) AI 模型进行统一交互。

Google Analytics MCP Server

Connects Google Analytics 4 data to Claude, Cursor and other MCP clients, enabling natural language queries of website traffic, user behavior, and analytics data with access to 200+ GA4 dimensions and metrics.

PostgreSQL MCP Server

A production-ready MCP server that enables chatting with PostgreSQL databases via Cloudflare Workers with GitHub OAuth authentication.

Melo MCP Server

Enables searching and filtering real estate properties in France through the Melo API. Supports comprehensive property searches with filters for price, surface area, location, and property type for both sales and rentals.