发现优秀的 MCP 服务器

DBHub

A universal database gateway MCP server that enables AI assistants to connect to and query multiple databases (PostgreSQL, MySQL, MariaDB, SQL Server, SQLite) with support for schema exploration, SQL execution, and secure connections via SSH tunnels.

LLM Tool-Calling Assistant

Connects local LLMs to external tools (calculator, knowledge base) via MCP protocol, enabling automatic tool detection and execution to enhance query responses.

GalaConnect MCP Server

用于大型语言模型 (LLM) 的 Galachain MCP 服务器

Oracle MCP Server by CData

Oracle MCP Server by CData

Scientific Search MCP for Cursor

用于搜索科学资源的 MCP 服务器。由 AI 为 AI 打造的 Vibe。

Playwright MCP

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots, providing browser automation capabilities without requiring screenshots or visually-tuned models.

weather-mcp

一个获取天气的测试 MCP 服务器 (Yī gè huòqǔ tiānqì de cèshì MCP fúwùqì) This translates to: "A test MCP server for getting weather information."

HeFeng Weather MCP Server

Provides weather forecast data for locations in China through HeFeng Weather API, supporting real-time, hourly, and daily forecasts with full Chinese weather descriptions.

AINative ZeroDB MCP Server

Provides AI assistants with vector search and persistent memory capabilities using ZeroDB. Enables storing and retrieving context across sessions, semantic document search, and analytics through natural language interactions.

Apache Spark MCP Server by CData

Apache Spark MCP Server by CData

OpenShift OVN-Kubernetes Benchmark MCP Server

Enables comprehensive benchmarking and performance monitoring of OpenShift clusters using OVN-Kubernetes networking through automated data collection, AI-powered analysis, and report generation. Provides intelligent insights into cluster performance, bottleneck detection, and optimization recommendations.

Code Context MCP Server

一个 MCP 服务器，提供对本地 Git 仓库的语义搜索，使用户能够克隆仓库、处理分支，并通过向量化的代码块搜索代码。

AWS Service Reference MCP Server

用于访问 AWS 编程服务授权参考的 MCP 服务器

Airbnb Search & Listings

Enables users to search Airbnb listings with advanced filtering options and retrieve detailed property information through an MCP server interface.

Test d'intégration MCP Server GitHub

MCP 服务器 GitHub 集成测试参考

Basecamp MCP Server

Connects Basecamp workspaces to AI tools, enabling management of projects, messages, todos, and schedules through natural language interactions. Features persistent caching and supports both reading workspace data and performing actions like creating messages and updating todos.

Spotify-Claude MCP Server

一个连接到 Spotify API 的工具，使 Claude 能够访问艺术家信息，从而通过自然语言查询增强音乐发现功能。

MCP_Testing

使用 Rust 测试 MCP 服务器

🚀 MCP-AWS: AI Agent for AWS EC2 Management

POC：使用 OpenAI Agents SDK 的 MCP 服务器

bilibili_mcp_server_full

易于安装的Bilibili MCP服务器

Supermemory MCP

A universal memory server that allows users to access their chat memories across different LLMs without requiring logins or payment.

Simple TypeScript MCP Server

A TypeScript template for building Model Context Protocol servers that implements basic note-taking CRUD operations with JSON responses.

AI Cognitive Nexus

Enables dynamic creation and orchestration of hierarchical AI agent teams with role-based personas and domain knowledge injection. Supports multi-agent collaboration, session management, and complex task execution through structured team workflows.

HubSpot MCP Server

一个模型上下文协议服务器，提供与 HubSpot CRM 交互的工具，允许用户创建、更新、删除和获取存储为 HubSpot 中“备注”互动记录的摘要信息。

Clojars MCP Server

镜子 (jìng zi)

Supabase MCP Server

用 Python 创建的 Supabase MCP 服务器。

cite-mcp

从 CiteAs 和 Google Scholar 轻松检索引用数据。只需几个命令，即可获取 BibTeX 格式的资源引用。通过将引用检索直接集成到您的应用程序中，增强您的研究工作流程。

Design Patterns MCP Server

Provides intelligent design pattern recommendations using semantic search through a comprehensive catalog of 200+ patterns across 20 categories. Users can describe programming problems in natural language to discover appropriate design patterns with contextual recommendations.