发现优秀的 MCP 服务器

Australian Institute of Health and Welfare

MCP server for Australian Institute of Health and Welfare statistics — plain-English access to mortality, cancer, hospital, and health expenditure data via data.gov.au.

Pynite MCP Server

Enables AI assistants to perform structural engineering analysis using the Pynite finite element library, including model creation, element definition, analysis execution, and result visualization through natural language.

taibu

Enables traditional Chinese metaphysics tools like Bazi, Ziwei, and Qimen via MCP, integrating AI analysis for divination and fortune-telling.

Dreambot Scripting MCP

Enables AI to write DreamBot OSRS scripts by providing real-time access to the DreamBot API 4.0 JavaDocs and best practices.

MCP Proxy Sidecar

一个修改过的 JetBrains MCP 服务器，增加了 WebSocket 监控功能，允许用户实时监控 MCP 工具调用，同时保持与原始实现的兼容性。

VMware-AIops

AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

PDF MCP Server

Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vector search) and retrieval-augmented generation, returning structured answers with source citations and confidence scores.

sample-mcp

A sample MCP server built with NestJS and TypeScript, demonstrating a ping tool for testing connectivity with MCP clients.

Solana MCP Server

A Model Context Protocol server that extends AI capabilities by providing tools to interact with the Solana blockchain, enabling operations like transactions, account queries, and wallet management.

ClickUp MCP Server

An MCP server providing comprehensive access to the ClickUp API, enabling AI assistants to manage docs, tasks, spaces, lists, and more.

worksuite-mcp

Connects AI assistants to Google Workspace (Gmail, Drive, Docs, Sheets, Slides, Calendar, Tasks, Forms, Chat, Contacts) through your own OAuth app, providing around 120 tools for managing email, files, calendar, and more.

brilliant-directories-mcp

Official MCP server for Brilliant Directories, the membership and directory website platform powering 50,000+ sites. Manage members, posts, leads, reviews, email templates, forms, menus, pages, redirects, tags, and more.

recover-api

Provides a deterministic failure-decision API for MCP clients, returning one of six actions (RETRY_NOW, WAIT, REPAIR_REQUEST, VERIFY_FIRST, ESCALATE, ABORT) based on failure context to guide safe next steps.

codex-memory-intelligence

A local-first MCP server that gives AI coding agents durable project memory, dependency graphs, and impact analysis to answer team knowledge and cross-file change questions before editing.

MCP Safari Server

Enables programmatic control of Safari browser on macOS for web automation, testing, and debugging via the Model Context Protocol.

dsh-trio

Turns DeepSeek Harness into an MCP server with tools for session management, agent execution, resources, and OAuth, plus browser automation and GitHub/GitLab integration.

PDF Content Search MCP

MCP bridge for PDF Content Search — full-text PDF search with Apple Vision OCR across thousands of documents in under a second from Claude, Cursor, or any MCP client. Advanced filters (date, category, sender, amount), wildcards, boolean operators. Bridge open-source (MIT), PDF Content Search app is commercial with free iOS+Android companion scanner apps.

Rotki MCP Server

Integrates with Rotki portfolio tracker to provide portfolio overview, prices, transaction history, and analytics through intuitive tools for AI assistants.

@ledgerproof/mcp-server

Let any MCP client issue and verify EU AI Act Article 50 transparency receipts for AI-generated content, anchored to Bitcoin.

drand-mcp-server

Enables AI applications to fetch verifiable randomness from the drand network, supporting latest, time-based, and round-based beacon retrieval.

qa-ai-agents

Enables automated QA testing by running a pipeline of AI agents that generate test scenarios, architect test layers, write Playwright tests, and review code, all grounded in feature requirements and API contracts.

TCM MCP Server

Enables AI assistants to access professional Traditional Chinese Medicine knowledge, including herb and formula search, acupoint lookup, six-channel diagnosis, and compatibility checking.

Android CLI Agent Gate MCP

Remote MCP server for Android CLI agent build gate that enables checking builds, suggesting fixes, explaining permission blockers, issuing receipts, and exporting logs.

mcp-now

Provides tools to get the current date and time, with optional timezone support, designed for testing MCP compatibility.

weather-mcp

Enables querying current weather, 7-day forecast, UV index, and air quality for any city using the free Open-Meteo API, without requiring an API key.

Apiosk MCP Server

Discover, pay for, execute, and publish monetized APIs directly from your agent, settled per call in USDC over x402, through the Model Context Protocol.

CodeMind

Enables GitHub Copilot to understand and navigate your codebase with 20 tools for search, context, dependencies, and safety checks across projects.

Awesome DevOps MCP Servers

在 DevOps 领域中的 MCPServers。

@alex-apps/ng-token-saver

An MCP server that gives AI agents Angular template awareness via compiler-backed tools, providing component contracts, diagnostics, and version-specific facts while saving tokens by returning concise JSON instead of entire source files.

aeo-mcp

An MCP server that gives AI agents tools to inspect a website's visibility to AI answer engines, including crawler permissions, llms.txt, structured data, on-page signals, and a full 29-check AI-readiness audit.