发现优秀的 MCP 服务器

mcp-cursor

一个用于向 Cursor IDE 发送提示的 MCP 服务器

Alibaba Cloud Operations MCP Server

An MCP server for Amazon Q CLI that supports operations on Alibaba Cloud services including ECS, VPC, RDS, OSS, CloudMonitor, and OOS.

Remote MCP Server on Cloudflare

一个模型上下文协议（Model Context Protocol）服务器，运行在 Cloudflare Workers 上，具有 OAuth 登录功能，允许像 Claude 这样的 AI 助手通过 HTTP 连接远程执行工具。

MCP AI Gateway

Enables AI assistants to intelligently select and switch between different AI models (OpenAI, Anthropic, etc.) within the same conversation based on task requirements. Provides a unified interface for accessing multiple AI providers through a single MCP tool.

AWS SSO MCP Server

用于 AWS 单点登录 (SSO) 的 Node.js/TypeScript MCP 服务器。使 AI 系统（LLM）能够使用工具来启动 SSO 登录（设备授权流程）、列出账户/角色，并使用临时凭证安全地执行 AWS CLI 命令。简化 AI 与 AWS 资源的交互。

Perplexica MCP Server

A Model Context Protocol server that acts as a proxy to provide LLM access to Perplexica's AI-powered search engine, enabling AI assistants to perform searches with various focus modes.

Chess

An MCP server that provides chess FEN (Forsyth Edwards Notation) symbol validation and ASCII board visualization capabilities, which can be easily integrated into MCP compatible AI assistants.

Enhanced PubMed MCP Server

A Node.js implementation that provides tools for advanced PubMed searching, including full abstract retrieval and PMC full-text search within open access articles. It features SQLite-backed search history and allows users to filter results by MeSH terms and specific publication dates.

Laravel Helpers MCP

一套用于与 Cursor IDE 集成的 Laravel 辅助工具，提供诸如日志查看、错误搜索、Artisan 命令执行以及模型信息显示等功能，所有这些都直接在编辑器内完成。

LibSQL Model Context Protocol Server

镜子 (jìng zi)

Yuque MCP Server

Enables searching and retrieving detailed document content from the Yuque platform through its API. It allows AI models to search for documentation and knowledge bases by keywords and access specific document details.

mcp-server-cloudflare

MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.

MCP Google Apps Script (GAS) Server

Bridges AI assistants with Google Apps Script to enable automated building, managing, and deploying of Google Workspace projects. It features a Unix-inspired command interface, local development synchronization, and a production deployment pipeline.

MCP Presidio

An MCP server that enables LLMs to detect and anonymize over 25 types of Personally Identifiable Information (PII) using Microsoft Presidio. It supports various redaction strategies and can process both plain text and structured data to help ensure data privacy.

MCP DuckDuckResearch

带有 DuckDuckSearch、web2md 和 web2photo 的 MCP 服务器

Flyworks MCP

A Model Context Protocol server that enables fast and free lipsync video creation for a wide range of digital avatars, supporting both audio and text inputs to generate synchronized lip movements.

Google OR-Tools server

MCP-ORTools 通过 MCP 将 Google 的 OR-Tools 约束编程求解器与大型语言模型集成，使 AI 模型能够： * 提交和验证约束模型 * 设置模型参数 * 求解约束满足和优化问题 * 检索和分析解决方案

Snowflake MCP Server (Read-Only)

Enables read-only interaction with Snowflake databases through SQL queries, schema exploration, and data insight tracking. Provides tools to query data, list databases/schemas/tables, describe table structures, and maintain a memo of discovered insights.

Face-ID Photo Fusion MCP Server

A server that integrates with Claude to merge facial images with ID photo backgrounds using ComfyUI, allowing users to seamlessly replace faces in identity documents through natural language commands.

Claude Talk to Figma MCP

Enables AI assistants like Claude Desktop to interact directly with Figma, allowing natural language commands to create, modify, and analyze designs including shapes, text, components, and layouts in real-time.

LittleSis MCP

Provide access to the LittleSis API to track corporate power and accountability. Enable querying and exploring relationships and entities related to corporate influence. Facilitate integration of corporate data into LLM applications for enhanced context and insights.

Gemini API with MCP Tool Integration

从 MCP 服务器检索天气数据以提供自动预报的 AI 代理。 非常适合集成到天气相关应用程序中。

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely by MCP clients like Claude Desktop or the Cloudflare AI Playground.

Skulabs MCP Server

Enables AI agents to interact with Skulabs inventory management system through comprehensive tools for managing products, orders, customers, and analytics. Supports voice agents like Retell AI and desktop applications like Claude for natural language inventory operations.

A2A MCP Server

An MCP server that enables Claude to interact with A2A-compatible agents by providing tools to fetch agent cards, retrieve stored cards, and send messages to specific agents.

ReftrixMCP

Web design analysis MCP server with 20 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.

Altary MCP Server

Enables Claude to integrate with Altary error management service for retrieving, analyzing, and completing errors directly within the IDE. Supports project management, AI-powered error analysis, and automated completion of similar errors through similarity detection.

Instagram Engagement MCP

提供分析 Instagram 互动指标、提取人口统计学见解以及从 Instagram 帖子和帐户中识别潜在客户的工具。

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, featuring example tools (calculator, greet), resources (server info), and AI image generation capabilities via Hugging Face.