发现优秀的 MCP 服务器

garment-cad-mcp

Agent-facing garment CAD control plane providing local stdio MCP servers, a shared Python SDK, preview/commit transactions, and GarmentCode-compatible serialization for designing garments programmatically.

Savvy Scratch MCP Server

An MCP server that enables AI assistants to analyze scratch-off lottery games across 19 U.S. states, with tools for account management, game browsing, and subscription.

ContextBridge

Transfers conversation context and git diff snapshots between AI coding IDEs so a new AI can immediately understand ongoing work.

youtube-mcp

Fast, minimal YouTube 'watch' engine for AI agents that extracts clean transcripts, searches, and slices any YouTube video without requiring an API key.

zameen-mcp

Enables AI assistants to research Zameen.com property listings with verified/titanium filtering, local watchlists, listing details, and agent-message drafting through structured tools.

mcp-document-reader

MCP server for AI-assisted PDF reading with pagination, search, and page navigation.

MCP BigQuery Server

MCP BigQuery Server 是一个允许你使用 MCP 查询 BigQuery 表格的服务器。

Knowledge Graph MCP Server

Enables creating, managing, analyzing, and visualizing knowledge graphs with support for multiple graph types (topology, timelines, changelogs, requirements, knowledge bases, ontologies) including node/edge management and resource association.

google-connections-mcp

Provides AI assistants with access to Google Workspace APIs including Sheets, Calendar, Gmail, Tasks, Drive, and Docs. Enables full CRUD operations and management of Google services through natural language.

MCP Server AntV

A Model Context Protocol server that provides AntV visualization library documentation and code examples to AI assistants, supporting G2, G6, and F2 libraries for data visualization workflows.

HG MCP Server

Enables AI assistants to interact with Mercurial repositories, supporting version control operations like cloning, committing, branching, merging, and remote synchronization through natural language.

stock-mcp

MCP server that syncs and queries comprehensive stock data (quotes, financials, dividends, analyst forecasts, options, news) from Yahoo Finance and Investing.com into an external MySQL database.

PDF Redaction MCP Server

A Model Context Protocol (MCP) server that provides comprehensive PDF redaction capabilities, including text and image redaction, search, and session-based in-memory operations using FastMCP and pymupdf.

sungdb-mcp

FastMCP-based GDB debugging server for high-performance, stable debugging with command queuing and session management.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Provides a foundation for building custom tools accessible via SSE from MCP clients like Claude Desktop or the Cloudflare AI Playground.

all the tools

测试服务器，以了解客户端如何处理大量工具。

MCP Shared Services

Modular monolithic FastAPI shared AI service platform providing config center, prompt registry, LLM gateway, RAG service, secret manager, tool registry, and MCP server wrapper.

MCP Server for WordPress

使用 WordPress REST API 实现 MCP 服务器

mcp-llama-swap

Enables hot-swapping llama.cpp models in a running Claude Code session via launchctl or systemd, preserving conversation context across model changes.

notes-rag-mcp

A Python MCP server for note management with RAG capabilities, enabling adding, searching, asking questions, summarizing, and deleting notes, using PostgreSQL and ChromaDB with Google Gemini for embeddings and generation.

@penqwin/mcp

An AST-based MCP server that provides token-efficient codebase skeletons to LLM agents, reducing context token usage by 80-95% by exposing structural information instead of full source files.

cuebit

A simple MCP server for event scheduling and automation.

SEFAZ CE: Certidão de Regularidade

Enables users to query SEFAZ CE regularity certificates (Certidão de Regularidade) from official sources, providing read-only access for tax compliance verification in the state of Ceará, Brazil.

Spreadsheet MCP Server

Enables AI assistants to read, write, and format Google Spreadsheets through the Model Context Protocol. It supports comprehensive operations including data retrieval, sheet creation, and cell formatting using natural language commands.

ftp-ssh-mcp

MCP server for managing a remote host via FTP/FTPS/SFTP/SSH, offering file transfer, optional shell execution, and MySQL query tools.

ServiceNow MCP Server

Enables Claude to interact with ServiceNow instances through the ServiceNow API. Supports comprehensive ServiceNow operations including incident management, service catalog management, change requests, user management, and workflow automation through natural language.

ccfolio

Enables searching and browsing past Claude Code conversations directly from within an active Claude session, with full-text search and cost tracking.

scientific-papers-mcp

Enables semantic search across scientific papers in your Zotero library with hybrid search, incremental indexing, and cross-encoder reranking.

wisp

Provides bounded, observable access to graphical apps, browsers, terminals, Android devices, virtual machines, and SSH hosts through MCP tools, enabling safe automation and app QA.

Supabase MCP Lite

Enables minimal interaction with Supabase databases through 4 essential tools for data querying, mutations, file storage, and user authentication. Designed for 70% less context usage than standard implementations with auto-truncated results and simplified parameters.