发现优秀的 MCP 服务器

Gemini Flash MCP - Image Generation for Roo Code

用于 Google Gemini 2.0 Flash 图像生成的 MCP 服务器

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

MCP智能简历投递助手

Enables AI-driven job application automation for LinkedIn and SEEK platforms with intelligent cover letter generation, automated application submission, and application tracking management. Supports anti-detection measures and complies with platform usage policies for safe job hunting automation.

Arbitrum MCP Server

Enables monitoring and interaction with Arbitrum Nitro nodes and chains through natural language queries. Supports comprehensive chain health monitoring, batch posting tracking, gas price analysis, and node operations across all Arbitrum networks including core chains and Orbit chains.

Fillout.io MCP Server

通过 Fillout.io API 实现表单管理、响应处理和分析，以增强表单互动和洞察力。

mcp-excel

MCP 服务器赋予客户端读取 Excel 文件的能力。

Artsy Analytics MCP Server

A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.

MCP PyODBC Server

一个轻量级的 MCP 服务器，它可以通过 ODBC 连接实现数据库访问和查询，并特别支持 Virtuoso DBMS 的特性，例如 SPARQL 和通过自然语言提供 AI 辅助。

Vilnius Transport MCP Server

通过模型上下文协议，使大型语言模型能够访问维尔纽斯公共交通站点和线路的实时数据。

Dify Knowledge MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.

DOI Citation Verifier

Prevents citation hallucination by verifying academic citations against CrossRef's database of 150+ million publications before they can be mentioned, ensuring every citation includes a valid DOI.

Raccoon AI MCP Server

一个模型上下文协议服务器，它通过 Raccoon AI 的 LAM API 实现网页浏览、数据提取和复杂的网页任务自动化。

Weather MCP Server

Provides AI assistants with tools to retrieve current weather, 7-day forecasts, and city-to-city weather comparisons using the Open-Meteo API. It features specialized resources for weather data and prompts for generating weather summaries without requiring an API key.

CNAP内置功能

GitLab MCP 服务器实现 (This is a direct translation. Depending on the context, "MCP" might need further clarification. For example, if it refers to a specific GitLab feature or project, a more nuanced translation might be required.)

discord-mcp

一个模型上下文协议（MCP）服务器，用于 Discord 集成，与像 Claude Desktop 这样兼容 MCP 的应用程序一起使用。

Local History MCP Server

Enables AI assistants to access and interact with Cursor/VS Code Local History data for file recovery and enhanced context awareness. Provides tools to browse file history, search across snapshots, and restore previous versions of files.

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.

SchemaFlow MCP Server

Provides AI-IDEs with real-time access to PostgreSQL and Supabase database schemas through the Model Context Protocol, enabling smarter code generation in tools like Cursor, Windsurf, and VS Code + Cline.

My Credentials MCP Server

Enables secure chat-based interaction with PostgreSQL databases through Claude Desktop. Features GitHub OAuth authentication, role-based access control, and enterprise-grade security for database queries and operations.

neo4j-server-remote

Enables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.

PubMed Analysis MCP Server

PubMed 医学文献分析 MCP 服务器：用于分析研究热点、趋势和发文统计的工具 (PubMed Medical Literature Analysis MCP Server: A tool for analyzing research hotspots, trends, and publication statistics)

mcp.shop

An MCP-based web shop server that enables users to authenticate and order t-shirts through MCP tools. Features secure authentication with WorkOS AuthKit and admin functionality for viewing order details.

MCP GitHub

使用 GitHub MCP 服务器创建的存储库。

Scrapbox AI Assistant

Enables AI-powered knowledge management and creative support by connecting Scrapbox data to Claude. Supports advanced search, relationship analysis between pages, theme extraction, and literary analysis of personal knowledge bases.

clickup-operator MCP server

镜子 (jìng zi)

Pandora's Shell

MCP 服务器启用 AI 助手，通过安全 shell 接口执行终端命令。

NBA MCP Server

A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.

Hatena Blog MCP Server

Enables searching and retrieving articles from Hatena Blog through Claude Desktop/Web. Supports keyword search, fetching recent posts, and retrieving post details by URL.

MCP Server for Homey API

Enables AI agents to interact with Homey home automation systems for managing flows, devices, and zones. Perfect for bulk automation tasks like batch renaming flows, organizing them into folders, and managing devices across zones through natural language.