发现优秀的 MCP 服务器

Pica MCP Server

一个用 TypeScript 实现的 Pica 模型上下文协议服务器，它使 Claude Desktop 用户能够通过自然语言命令与连接的平台（如 Gmail、Google Sheets、Slack 和数据库）进行交互。

Bear Notes MCP Server with RAG

使用语义搜索和 RAG（检索增强生成）将 Bear Notes 连接到 AI 助手，使 AI 系统能够通过有意义的搜索（而不仅仅是关键词匹配）来访问和理解您的个人知识库。

UniProt MCP Server

使人工智能助手能够直接从UniProt访问蛋白质信息，从而允许通过登录号检索蛋白质名称、功能、序列和生物体数据。

MCP-SSE2

从 MCP 服务器演示创建。

MCP Documentation Reference Server

一个 MCP 服务器，旨在通过提供来自官方文档的快速、结构化的搜索结果，来协助 TypeScript 和 Node.js 项目的开发。

Certinia MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Certinia (beta): https://www.cdata.com/download/download.aspx?sku=HFZK-V&type=beta

Rememberizer MCP Server

一个模型上下文协议服务器，使大型语言模型（LLM）能够通过 Rememberizer 的知识管理 API 搜索、检索和管理文档。

FastMCP PostgreSQL Query Service

A database query service that enables users to search and retrieve data from PostgreSQL tables for Cheery Exeedcars FAQs and system menus through multiple connection methods (STDIO, HTTP, SSE).

mcp-graphql

一个模型上下文协议服务器，它使大型语言模型（LLM）能够与 GraphQL API 交互，通过提供模式内省和查询执行能力来实现。

Google Workspace MCP Server

镜子 (jìng zi)

OpenAI Vector Store MCP Server

Enables semantic search and document retrieval from OpenAI Vector Store, allowing users to search documents using natural language queries and fetch complete document contents through ChatGPT.

Remote MCP Server

A Cloudflare Workers implementation of a Model Context Protocol server with OAuth login that enables AI assistants like Claude to access external tools.

opcua-mcp

一个连接到支持 OPC UA 的工业自动化系统的 MCP 服务器。

SourceSync.ai MCP Server

允许人工智能模型与 SourceSync.ai 的知识管理平台交互，以组织、摄取、检索和搜索知识库中的内容。

Memory MCP Server

一个用于大型语言模型 (LLM) 的长期记忆存储系统，它通过使用语义搜索和嵌入 (embeddings) 来帮助 LLM 记住跨多个会话的上下文。该系统从过去的交互和开发决策中提供相关的历史信息。 Alternatively, a more concise translation: 一种用于大型语言模型的长期记忆存储系统，利用语义搜索和嵌入技术，使其能够记住跨会话的上下文，并提供来自历史交互和开发决策的相关信息。

Dokploy MCP Server

A middleware service that allows LLMs and AI assistants to directly interact with the Dokploy platform through a standardized interface, providing access to Docker, project, and application management capabilities.

Taiwan Stock Real-Time Analysis MCP Server

Provides real-time stock quotes, technical analysis, and intelligent trading recommendations specifically for the Taiwan stock market. Supports single and multiple stock queries, comparative analysis, and investment decision support through natural language interactions.

Automation Script Generator MCP Server

Processes test scenarios from user prompts to generate complete WDIO test suites with intelligent file management that analyzes existing files to determine whether to update them or create new ones.

MCP Translation Server

高性能满汉翻译服务器，实现模型上下文协议 (MCP)

WebSocket MCP

使用自定义 WebSocket 传输层的模型上下文协议 (MCP) 服务器和客户端。

CosmosDB MCP Server

用于 CosmosDB 的模型上下文协议服务器实现

MCP Calculator Service

A service that processes natural language requests to perform mathematical calculations by integrating Claude AI with a calculator API through the Model-Context-Protocol architecture.

Mattermost MCP Server

一个模型上下文协议服务器，连接到 Mattermost，允许 AI 模型通过 SSE 或标准 I/O 传输模式，实时监控和处理来自特定团队和频道的消息。

Dify MCP Server

A simple note storage system that enables Claude to create, access, and summarize plain text notes with customizable detail levels.

ArXiv MCP Server

镜子 (jìng zi)

Shopify Storefront MCP Server

Enables interaction with multiple Shopify stores simultaneously through the Storefront API. Supports product search, cart management, and store operations across configured Shopify stores through natural language.

Google Cloud Healthcare Api Mcp

用于 Google Cloud Healthcare API 的 MCP 服务器为各种基于 FHIR 的数字健康解决方案启用 Agentic AI，从为医疗系统提供的更智能的临床工作流程到为支付方提供的预授权框架！

FastAPI + FastMCP + Gemini Integration

Enables natural language interaction with FastAPI applications through Google's Gemini AI using MCP tools. Provides CRUD operations for user management and application health monitoring through conversational prompts.