发现优秀的 MCP 服务器

humanforai

Enables AI agents to hire real human operators for tasks requiring physical presence, human perception, or judgment, such as verification, testing, data collection, and physical-world tasks.

GitHub MCP Server

A Model Context Protocol (MCP) server that connects Claude AI directly to the GitHub API, enabling natural language queries for live repository data, issues, PRs, and contributions.

Aligo SMS MCP Server

一个模型上下文协议 (MCP) 服务器，它允许像 Claude 这样的 AI 代理与 Aligo SMS API 交互，以发送短信和检索相关信息。

arXiv MCP Server

Enables AI assistants to search, retrieve, analyze, and export academic papers from arXiv.org using the Model Context Protocol.

figjam-context-mcp

Exposes tools to ingest FigJam boards, retrieve context summaries, and answer free-form questions about the board content.

Better Auth MCP Server

实现企业级身份验证管理，具有安全的凭据处理和多协议身份验证支持，并提供用于分析、设置和测试身份验证系统的工具。

MaterCare Homes MCP Server

An AI-powered eldercare platform that enables AI agents to monitor passive sensors, generate personalized care plans, and access specialized healthcare knowledge bases. It provides tools for passive monitoring of senior activities, medical document OCR, and real-time alert management for caregivers.

Ironflow MCP

Enables AI agents to access real-time and historical market data for on-chain derivatives, including prices, orderbooks, trades, and analytics. Supports triggers, cohorts, and bulk export for advanced use cases.

YNAB MCP Server

Enables AI assistants to help manage your You Need A Budget (YNAB) finances through comprehensive budget operations. Supports account management, transaction handling, category budgeting, split transactions, scheduled payments, and spending analytics with robust error handling and automatic retry logic.

palinode

Audit-grade, git-versioned memory for AI coding agents that enables saving, searching, editing, and rolling back facts through markdown files served via MCP.

PipesHub MCP Server

Enables clients to interact with PipesHub data and functionality through MCP, including chat, search, record retrieval, directory browsing, sources, and agents.

Dev.to MCP Server

Enables interaction with the dev.to platform through its public API. Allows users to retrieve articles, user profiles, tags, comments, and perform article searches without requiring authentication.

NetMind MCPServer MCP

A Model Context Protocol server that enables users to query, retrieve details, and manage reviews/ratings for NetMind AI servers through simple endpoints.

MySQL MCP Server

一个与 MySQL 数据库集成的 MCP 服务器，通过 LLM 驱动的接口实现安全的读写操作，并支持事务处理和性能监控。

PostgreSQL MCP Server

Enables secure, AI-driven PostgreSQL database administration, observability, and querying with support for extensions like PostGIS and pgvector, connection pooling, and advanced tool filtering.

o2-mcp

Enables interaction with the HMS O2 cluster via SSH, allowing job submission, remote command execution, file transfers, and disk management while minimizing Duo authentication prompts.

ralph-loop-mcp

A cross-platform MCP server implementing the Ralph Loop iterative development technique where a worker model does the work and a reviewer model provides cross-model review until approval.

skills-as-mcp

Turns Claude-style skill folders into MCP tools, resources, and prompts for discovering and using skills.

Agent 365 Email Draft Proxy

Enables Claude Code to search, retrieve, and draft email replies using real Microsoft 365 inbox context, with executive-style profiles and one-click publishing.

PainSpotter MCP Server

Query PainSpotter to discover validated business opportunities and trending pain points mined from Reddit, Hacker News, and Product Hunt.

agent-usage

Exposes rate-limit and usage data for AI coding agent CLIs as MCP tools, enabling querying of usage snapshots and reset times.

MCP-DOC-MID

Enables LLMs to dereference and query OpenAPI/Swagger specifications, search endpoints and schemas, validate payloads, extract security schemes, and generate production-ready integration code in multiple languages.

excel-tools-mcp

MCP server for reading and inspecting local Excel files (.xlsx, .xlsm, .xls, .xlsb, .ods) with tools for inspecting metadata, reading ranges, and profiling structure.

ppt

ppt

code-search

Semantic + lexical code search as an MCP server. Agents query in natural language and get back ranked file:line ranges to read precisely.

AceternityUI_MCP_Server

Provides access to Aceternity UI component library documentation, enabling AI assistants to browse, search, and retrieve detailed information about components.

ctools

工具的 MCP 服务器

Noor MCP Code Assistant

Bridges Claude Desktop with a local RAG-powered code agent API, enabling context-aware codebase queries and conversation continuity.

Talk to Figma MCP

An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.

Bun MCP Starter

A modern MCP server template built with Bun and TypeScript, supporting stdio and HTTP transports for easy integration with AI assistants like Claude.