发现优秀的 MCP 服务器

MCP Server Demo

A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.

AI Customer Support Bot - MCP Server

一个模型上下文协议 (MCP) 服务器，它使用 Cursor AI 和 Glama.ai 集成来提供 AI 驱动的客户支持。

portuni

An MCP server that provides a shared graph of an organization's projects, processes, areas, and principles, enabling consistent context for tools and AI agents.

Metabase MCP

将 AI 助手连接到您的 Metabase 分析平台。通过对话界面无缝访问仪表板、执行查询和检索数据。通过结构化数据访问和强大的错误处理来增强您的分析体验。

kicad-mcp-pro

KiCad MCP Pro is an MCP server for KiCad EDA workflows. It lets AI agents automate schematic and PCB tasks, ERC/DRC validation, DFM review, and manufacturing export.

MCP Server for Stealth Web Search and Fetching

A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.

appointment-scheduler-mcp

Exposes the Appointment Scheduler API to AI agents as an MCP server, enabling them to list users and services, check availability, book, list, and cancel appointments via natural language.

viruagent-mcp

MCP server that exposes Tistory blog posting functionality, enabling AI agents to write, upload, and publish posts (public/private) via Playwright and Tistory API.

avymcp

Provides avalanche forecasts, danger ratings, and field observations for US avalanche centers, Canadian regions, and Quebec's Chic-Chocs via natural language queries.

Google Forms MCP Server

允许与 Google 表单 API 交互，以通过自然语言命令创建表单、添加问题和检索回复。

Research Intelligence MCP

A unified MCP server for academic paper discovery, citation exploration, and research intelligence workflows over multiple scientific knowledge sources.

MCP Swagger Server

一个 MCP 服务器，它提供对 Swagger/OpenAPI 文档的访问，并允许基于该规范发起 API 请求。

Senior Developer Job Description MCP Server

Provides hiring guides and discovery checklists to help users craft compelling job descriptions for senior developer roles. It includes tools to analyze existing descriptions against best practices and generate clarifying questions to fill information gaps.

NOC.McpServer

Exposes a tool to convert JSON samples into equivalent C# class definitions using NiceOneCode's converter. AI assistants can call directly without pasting JSON into a web form.

perplexity-unofficial-mcp

Unofficial MCP server that wraps the Perplexity AI web API via browser cookies, enabling search, research, reasoning, and ask tools through STDIO.

YouGile MCP Server

Integrates with YouGile to allow AI assistants to create, update, and manage projects, tasks, and team members via the MCP protocol.

Zeus Insurance Protocol

Decentralized insurance and escrow for AI agents. Buy coverage against API failures and validator slashing via MCP tools. Live on X Layer (chainId 196).

mycelial-brain-mcp

Enables AI agents to read, write, search, and manage persistent, decentralized context memory via a GCS-backed MCP server, with tools for document storage, retrieval, and STIM protocol nuggets.

cortex

Cortex is a Claude Code plugin that gives Claude persistent memory across sessions. A background miner extracts durable lessons (decisions, conventions, bug fixes, preferences) from your completed sessions, stores them as markdown in an Obsidian vault, and automatically surfaces relevant ones at the start of each new session via a query-tailored briefing.

read-website-fast

Fast, token-efficient web content extraction tool that converts websites to clean Markdown for AI agents, featuring smart caching, content extraction with Mozilla Readability, and polite crawling capabilities.

MCP StoneX UDP Genie

Enables AI assistants to interact with Databricks Genie Spaces through MCP tools. Provides secure OAuth-based access to query and interact with Databricks data catalogs and schemas via custom Genie interfaces.

Sequential Thinking

一个 MCP 服务器实现，提供一个工具，通过结构化的思考过程进行动态和反思性的问题解决。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器实现，它提供了一种工具，用于通过结构化的思考流程进行动态和反思性的问题解决。

linux-harness-mcp

Exposes a Linux host with shell, Python, and filesystem tools as MCP tools over HTTPS, enabling AI agents to execute commands and manage files remotely.

journey-log

This MCP server integrates with Journey Log to automatically document development journeys, enabling AI assistants to create, update, and retrieve documents, capture conversations, and manage code snippets.

HyperCrawl

Self-hosted, cookie-aware web-automation engine that turns any website into callable MCP tools, with stateful browser sessions, web search, and multi-page crawling.

WebVector MCP Server

Enables AI agents to perform web research in one tool call by searching, fetching and cleaning full pages, and ranking cited passages. Provides web_research, web_fetch, web_search, and status tools for MCP clients.

Python MCP Cat Facts

A FastAPI server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) transport to provide random cat facts on demand or as a continuous stream.

System Designer MCP Server

Enables AI agents to create, validate, and export UML system models using structured MSON format. Supports generating PlantUML and Mermaid diagrams with direct export to System Designer macOS application.

SanTech Content Engine MCP Server

Enables YouTube competitor research, signal analysis, and transcript-aware pack building for content ideation and scriptwriting.