发现优秀的 MCP 服务器

PDF MCP Server

Reads PDF files from local disk and returns their text and positional structure to an LLM host over stdio.

NIST MCP Server

Provides comprehensive access to NIST cybersecurity frameworks and controls, enabling AI assistants and applications to query, analyze, and manage NIST security controls through a standardized interface.

jira-dc-advops-mcp

Local MCP helpers for Jira Data Center advanced ops used from Cursor. It enables reading Tempo Structure boards via Structure REST API.

QI140 MCP Multi

A multi-purpose MCP server for AI-powered healthcare assistance that processes clinical data through configurable LLM providers. Maintains webhook endpoints for patient data processing with PostgreSQL logging and OpenAPI documentation.

wsl-chrome-mcp-bridge

A bridge to launch Chrome on Windows from WSL2 and proxy Chrome DevTools MCP tools. It enables browser automation via Claude Code in WSL2 by managing Chrome's lifecycle and exposing debugging capabilities.

mcp-runrunit

MCP server for interacting with Runrun.it API, enabling task and comment management for project management workflows.

NASA MCP Server

A Model Context Protocol (MCP) server that provides access to NASA's Astronomy Picture of the Day (APOD) API.

Shell Command MCP Server

允许通过 Claude 的 MCP 接口在安全的 Docker 容器内执行 shell 命令，提供 Kubernetes 工具和隔离环境，而无需访问宿主机的 Docker 守护进程。

Aristotle MCP Server

Enables LLMs to prove theorems in Lean and formalize mathematical problems using the Aristotle API, supporting both formal Lean code and natural language problem submissions.

marsnme

Agent-agnostic persistent memory backend. 13 MCP tools, Supabase + Jina embeddings, multi-profile isolation, semantic recall across sessions.

gpu-mcp

Exposes local NVIDIA GPU (CUDA) and Rust-to-WASM toolchain as MCP tools for sovereign local compute.

Housecall Pro MCP

Connects Claude to the customer side of Housecall Pro, letting you view estimates and invoices, check company details, and decline estimate options using the link your contractor sent.

Elasticsearch MCP Server

Connects agents to Elasticsearch data using the Model Context Protocol, allowing natural language interaction with Elasticsearch indices through tools for listing indices, getting field mappings, performing searches, and viewing shard information.

Works With Agents MCP Server

Provides 14 MCP tools for AI agent infrastructure, enabling knowledge base queries, skill search, handoffs, blueprint validation, trust scoring, identity verification, SLA validation, and compliance checks.

Android Project MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使得可以直接在 Visual Studio Code 中构建 Android 项目并运行测试，通过诸如 Cline 或 Roo Code 等扩展实现。

Jumpseller API MCP Server

An MCP Server that provides access to the Jumpseller e-commerce platform API, allowing users to interact with Jumpseller's functionality through natural language commands.

Jenkins to GitHub Actions MCP Server

Converts Jenkins declarative pipelines into GitHub Actions workflow YAML files, facilitating migration from Jenkins to GitHub Actions CI/CD.

verified-ai-free-tiers

Verified AI free-tier limits, quota comparisons, commercial-use verdicts and zero-cost workflows. Every entry carries a human-checked verification date and is re-checked by a daily link patrol.

agentkey

AgentKey is the execution layer between AI agents and the real internet. One MCP install gives your Claude / Cursor / n8n agent unified access to web search, scraping, and 20+ social platforms — no API juggling, one bill.

RescueTime MCP Server

Provides access to RescueTime productivity data including daily summaries, activity tracking, productivity trends, category breakdowns, and hourly analysis to help understand and optimize time usage patterns.

Mac-Commander

A minimal macOS GUI-automation MCP server providing tools to see app state, perform actions, manage apps, send notifications, and run AppleScripts with security boundaries.

HubSpot MCP Server

通过标准化界面，使人工智能模型能够与 HubSpot CRM 数据和操作进行交互，支持联系人和公司管理。

Document MCP

Enables reading and searching documents in allowlisted folders via LiteLLM and MCP tools, using COM for Office files to support IRM-protected content.

Schedulia MCP

A meeting scheduling assistant that enables users to view schedules, manage incoming requests, and send meeting invitations via the Schedulia API. It facilitates seamless coordination of meeting times and participant management through natural language commands.

HackerNews MCP Server

Enables AI assistants to access HackerNews content through structured search, front page retrieval, latest posts monitoring, detailed item fetching with comment trees, and user profile viewing via the Algolia API.

claude-mermaid

MCP Server to previewing mermaid diagrams. https://github.com/veelenga/claude-mermaid/

DocuMCP

A document management system with MCP integration, enabling Claude Desktop to upload, search, and access documents via natural language.

oura-mcp-server

Enables AI assistants to query Oura Ring health data (sleep, readiness, activity, heart rate, SpO2, stress) via a remote MCP server.

Finance MCP Server

Turns a personal-finance SQLite database into typed, schema-validated tools that an AI assistant can call directly, letting you manage accounts, transactions, budgets, debts, investments, tax estimates, and goals through natural language.

Steam MCP

A read-only Model Context Protocol server for Valve's public Steam Web API and storefront. Ask about your friends and games, playtime and achievements, plus account-independent things like sales, reviews, live player counts, Steam Deck compatibility, discovery, and recommendations — bring your own free Steam API key.