发现优秀的 MCP 服务器

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。

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.

ZIM RAG MCP Server

Enables interaction with .zim archives by providing tools for article search, content retrieval, and metadata discovery. It features a TF-IDF based RAG engine for semantic retrieval over extracted article chunks from compressed ZIM files.

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.

Superpowers MCP

Exposes the full functionality of the Superpowers framework as MCP tools to provide AI assistants with advanced capabilities like automated planning, debugging, and parallel development. It seamlessly integrates with clients like Claude Desktop, Cursor, and Trae for an enhanced AI-driven coding experience.

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。

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。

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。

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.

ActiveCollab MCP Server

A local Model Context Protocol server that enables secure interaction with self-hosted ActiveCollab instances. It allows users to query projects, tasks, time records, and team notifications through natural language while keeping API credentials local.

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.

google-mcp-server

MCP Server for Google Services, with the ability to define your own scopes and bring your own oauth key.

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.

DigiKey MCP Server

Provides access to the DigiKey Product Search API v4, allowing users to search for electronic components and retrieve detailed product specifications. It supports keyword searches, pricing inquiries, manufacturer lookups, and access to technical datasheets.

Banana Image MCP

Enables Claude and other AI assistants to generate high-quality images up to 4K resolution using Google's Gemini image models, with support for flexible aspect ratios, natural language editing, and Google Search grounding for accurate results.

PostgreSQL MCP Server

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

Genkit MCP

提供 Genkit 和模型上下文协议 (MCP) 之间的集成。

GitHub-Gemini MCP Server

An advanced Model Context Protocol server that integrates GitHub repositories with Google Gemini AI to provide intelligent code assistance, analysis, and repository management operations.

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.

ArXiv Paper MCP

Provides paper search, PDF link retrieval, and content parsing for arXiv research papers, enabling seamless access to scientific literature through the Model Context Protocol.

MCP server for Obsidian

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

qrcode generator

mcp tool to generate qrcode

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.

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.

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。