发现优秀的 MCP 服务器

RentCast MCP Server (unofficial)

Enables querying the RentCast property API for rent and sale value estimates, market statistics, property records, and active listings through six read-only tools.

MCP Taobao Server

为大模型提供淘宝购物能力，支持搜索商品、加入购物车和生成待支付订单，人工完成付款。

llm-browser-multicast-mcp

An MCP server that enables multiple AI models (ChatGPT, Gemini, Claude, Grok) to discuss, debate, and reach consensus via browser automation.

LegacyMCP

MCP server that enables AI-powered assessment of Active Directory on-premises environments by exposing AD data as queryable tools for LLMs like Claude.

twentycrm-graphql-mcp

MCP server for Twenty CRM that enables AI assistants to interact with the CRM via GraphQL, including schema inspection and query execution.

media-agent

MCP server that gives AI agents video parsing and downloading capabilities, offering tools to extract video info, list formats, and download videos from sites like Bilibili and YouTube via yt-dlp.

Drizzle MCP Server

Provides database schema management, query execution, and schema introspection through Drizzle ORM and drizzle-kit CLI tools, supporting SQLite and PostgreSQL.

Label Studio MCP Server

Label Studio MCP Server

uisandbox-mcp

Enables loading a web app build into a live sandbox, adjusting design tokens like colors, typography, and spacing with 1:1 visual verification, and exporting the changes as CSS, JSON, patches, or platform tokens.

MCP App Workers Template

A production-ready template for building MCP servers on Cloudflare Workers that expose server-side tools with rich, interactive React-based UI widgets using the MCP Extensions Apps API.

holographic-memory

Provides AI agents with associative long-term memory using Sparse Distributed Memory, enabling recall from vague cues and interference detection.

YouTube Transcript Remote MCP Server

A remote MCP server that enables Claude AI to extract YouTube video transcripts through a zero-setup, cloud-hosted solution with multi-language support, smart caching via Cloudflare KV, and robust error handling.

tooluniverse

Enables AI scientists to access over 1000 machine learning models, datasets, APIs, and scientific packages for data analysis, knowledge retrieval, and experimental design from any large language model.

MCP-Server

Demonstrates integrating multiple MCP servers (arithmetic and weather) with a LangGraph ReAct agent using Groq, enabling an LLM to dynamically discover and consume tools across different transport protocols.

Bifrost-MCP Gateway

Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading tool schemas based on semantic intent, enabling efficient orchestration of multiple backend tools from a single endpoint.

Google Workspace MCP Server

Enables AI agents to securely interact with Google Workspace services, including sending emails via Gmail and appending content to Google Docs.

Ontario Data Catalogue MCP Server

Provides access to Ontario open government data through the CKAN API, enabling dataset search, organization browsing, and resource data queries.

DeAlgo MCP Server

Runtime decision firewall for AI agents that exposes the CSC engine as an MCP server, allowing agents to consult before executing risky actions.

re-patch

MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte-level patch application, and manifest-driven restore, ensuring auditability and reversibility.

Penumbra MCP Server

用于 Penumbra 的 MCP 服务器，允许 AI 代理操作 Penumbra 钱包。

mcpcodeserver

Proxy MCP server that translates tool calls into TypeScript code generation, enabling LLMs to orchestrate multi-tool workflows efficiently via code.

HomeLab MCP

MCP server that integrates Home Assistant, Frigate, Docker, and Proxmox via STDIO, enabling secure read and write operations with configurable confirmation.

Elba MCP Server

Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible assistant.

mcp-server-taiwan-aqi

好的，请稍等。我需要连接到台湾空气质量监测站的数据源。由于我无法直接访问外部数据源，我建议您访问以下网站获取您需要的信息： * **行政院环境保护署空气品质监测网 (Taiwan EPA Air Quality Monitoring Network):** 这是台湾官方的空气质量监测网站。您可以在这里找到实时和历史的空气质量数据。通常，您可以选择不同的监测站，并查看过去24小时的数据。 * **中文网址:** [https://airtw.epa.gov.tw/](https://airtw.epa.gov.tw/) * **其他第三方空气质量监测网站/App:** 还有一些第三方网站和App也提供台湾的空气质量数据，它们可能提供更友好的用户界面或数据可视化。您可以在应用商店或搜索引擎中搜索 "台湾 空气质量" 或 "Taiwan Air Quality" 来找到它们。 **建议您在访问这些网站时，注意以下几点：** * **选择正确的监测站:** 台湾有很多空气质量监测站，请选择您感兴趣的区域或城市附近的监测站。 * **了解空气质量指标:** 台湾使用的空气质量指标可能是 AQI (Air Quality Index) 或其他指标。请了解这些指标的含义，以便更好地理解空气质量状况。 * **注意数据更新时间:** 确保您查看的是最新的数据。 希望这些信息对您有帮助！

Kirha Crypto Smithery Gateway

Enables execution of crypto-related tool planning through Kirha AI's API with configurable verticals, dynamic tool registration, and session-based authentication for secure cryptocurrency operations.

instinct

Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes — auto-promotes high-confidence patterns into behavioral rules. 22 tools, 2 prompts, SQLite-backed, zero config.

MongoDB MCP Server

Provides a standardized interface for AI assistants to interact with MongoDB databases, enabling CRUD operations, schema analysis, and database management through the Model Context Protocol.

Browser MCP Server Template

A browser automation MCP server with stealth mode, profile management, and multi-browser support, enabling LLMs to control browsers for tasks like navigation, data extraction, and form filling.

DAI MCP Server

Provides persistent memory capabilities through Neo4j graph database integration, allowing storage and retrieval of interconnected knowledge with complex relationships between entities. Enables long-term retention and querying of information across multiple conversations through graph-based memory management.

Beecargo MCP

Model Context Protocol server for the Beecargo file hosting API, enabling agents to upload files, create share links, manage folders, and control share settings.