发现优秀的 MCP 服务器

Components Build MCP

Provides AI assistants with tools to grade, generate, and validate UI components against the components.build specification. Supports searching documentation, checking compliance, and generating framework-agnostic accessible components.

Vantage Telemetry MCP Server

MCP server that captures and exposes usage, cost, productivity, and activity metrics for local-first software engineering teams, including LLM token usage, cloud cost savings, and developer activity tracking.

Read My ChatGPT MCP Server

Provides a read-only MCP server to access ChatGPT conversation history via a local browser process. Allows AI clients to list, get, and search conversations from the authenticated user's ChatGPT account.

MCP N8N Webhook Server

A Model Context Protocol server that allows AI assistants to save structured information to n8n via webhooks for storage, indexing, and retrieval.

GitHub MCP Toolkit

A production-grade MCP server that provides LLMs with safe, structured, tool-based access to GitHub repositories, including issue management, semantic search, and guarded write operations.

MCP SearxNG Search

一个 MCP 服务器，它使用 SearxNG 实例来启用网络搜索功能，从而允许像 Goose 这样的 MCP 兼容应用程序执行互联网搜索。

Dedalus MCP Documentation Server

Enables serving and querying documentation with AI capabilities, allowing users to search, ask questions, and get AI-powered answers from their documentation files. Built for seamless deployment on the Dedalus platform with OpenAI integration for enhanced document analysis.

vc-mcp

针对 VidiCore 的 MCP 服务器

mobile-mcp

MCP server for cross-platform mobile automation (iOS/Android) using accessibility trees and screenshots, enabling agents to interact with apps on simulators, emulators, and physical devices.

LI.FI MCP Server

Enables AI assistants to interact with LI.FI's cross-chain infrastructure, providing access to blockchain networks, token data, bridges, and transaction services through a standardized protocol.

youtube-summarize

MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.

sherweb-mcp

MCP server for Sherweb Partner API - distributor billing, service provider management, customer subscriptions, and payable charges

Doubao Vision MCP Server

Enables image understanding using Doubao vision models via MCP, supporting local file paths and URLs with customizable prompts.

mcp-bitfinex

Enables access to Bitfinex v2 public market data including ticker history, trades, orderbook, stats, candles, derivatives status, and liquidations via MCP tools, with plain English querying support.

Northwind PostgreSQL MCP Server

A read-only MCP server that connects Claude to the Northwind sample PostgreSQL database, allowing natural language queries to generate SQL and charts.

excel-live-mac

Live Excel MCP server for macOS that interacts with running Excel instances in real time via AppleScript, enabling instant read/write, formula support, and VBA macro execution.

acme-mcp

A nested MCP system that demonstrates server composition by using an orchestrator to manage an internal vector store for semantic search. It enables complex, multi-hop retrieval and reasoning over a knowledge base through an agentic reasoning loop.

Smart Memory MCP

一个智能的 MCP 服务器，用于优化 VS Code 内存库的使用。

Document Reading and Converter Tool

Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.

ResearchMCP

Perplexity 的 MCP 服务器

google-calendar-mcp

MCP server for Google Calendar and Google Tasks, exposed over HTTP (JSON-RPC) so LLM clients can manage events and tasks via a service account.

deploy-mcp

Universal deployment tracker for AI assistants, enabling real-time monitoring and management of deployments across Vercel, Netlify, and Cloudflare Pages without context switching.

mcp-hello-server

A minimal MCP server that provides health/status checks and multilingual greetings via the server_info and greet tools.

SAP Datasphere MCP Server

Production-ready MCP server that enables AI assistants to seamlessly interact with SAP Datasphere environments for real tenant data discovery, metadata exploration, analytics operations, ETL data extraction, database user management, data lineage analysis, and column-level data profiling.

IndiaQuant MCP

A real-time Indian stock market assistant providing live prices, trading signals, options data, sentiment analysis, and portfolio tracking via MCP integration with Claude Desktop.

memory-mcp

Enables personal cross-tool memory by exposing a searchable episodic archive of AI sessions and a curated, high-trust semantic facts layer through MCP tools and resources.

Claude-Gemini MCP Integration Server

Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaboration for code reviews, brainstorming, and direct questions.

SmallRain

使用 GitHub MCP 服务器创建的存储库

Pixelbyte Figma MCP Server

Enables seamless integration with Figma API for extracting design tokens, generating production-ready code in multiple frameworks, capturing screenshots, and managing design assets directly from Figma.

WCAG Accessibility MCP

A WCAG accessibility testing MCP for AI agents, Codex, Claude Code, and automated UI audits.