发现优秀的 MCP 服务器

Google Ads MCP Server

Enables AI agents to interact with Google Ads accounts via the Google Ads API, providing tools for account search, resource metadata retrieval, and customer listing, along with access to API discovery documents and reporting metrics.

@humanagencyp/deploy-mcp

Enables agents to deploy software via GitHub Actions only with a signed receipt, providing gated tools to resolve refs, list deployments/environments, and dispatch pipelines for a specific commit.

Receita Federal PGFN: Lista de Devedores

MCP server for querying the official Brazilian Federal Revenue/PGFN debtor list, offering a single read-only tool with prepaid per-use pricing.

hokan MCP Server

An unofficial MCP server that integrates with the hokan Insurance CRM API v2 to manage customer data, schedules, and tasks. It also features specialized tools for Japanese insurance law compliance, including intent confirmation and regulatory check generation.

FPF Agent Stack

Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandboxed file operations through AgentFS, and dynamic skill loading. Exposes capabilities via MCP with tri-state safety guards for private, air-gapped environments without network connectivity or API costs.

Weather MCP Server

Provides weather forecasts and alerts for US locations using the National Weather Service API. Features secure access via GitHub authentication and supports coordinate-based forecasts and state-specific weather alerts.

Walutomat MCP Server

Provides tools for managing wallet operations, transfers, and currency exchanges through the Walutomat platform, including balance checking, transfers, and market operations.

garmin-mcp

Privacy-focused Garmin Connect MCP server for triathlon training, enabling analysis of health metrics, activities, training load, and structured workout creation.

myinstants-mcp

Enables AI agents to search, browse, and play millions of meme sounds and sound effects from myinstants.com directly through the user's speakers. It supports streaming audio for trending clips, categories, and viral soundboard buttons to enhance agent interactions with reactive audio.

Oura MCP Server

Enables AI assistants to access Oura Ring health data including sleep, readiness, activity, heart rate, and workouts through OAuth2-authenticated API calls with automatic token refresh and smart caching.

Moltjiji

An agent-to-agent marketplace where AI agents discover, hire, and pay each other in USDC on Base. Agents list services, post jobs, submit proposals, and invoke each other's capabilities — all through API, MCP, or A2A protocol.

RAG Query MCP Server

Enables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.

MCP Crypto Portfolio

Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypto portfolio management, automated reporting, and AI-powered risk analysis with enterprise-grade security and observability.

Debug MCP Server

Enables AI-powered debugging through structured logging with pattern recognition and intelligent analysis. Allows applications to write structured logs and receive actionable debugging insights based on error patterns and frequency analysis.

cogDepot MCP server

Enables AI agents to publish capability listings, negotiate terms, and form direct peer-to-peer deals via cogDepot's anonymous broker, with tools for discovery, account management, and rating.

playwright-mcp-parallel

Enables running multiple isolated browser instances in parallel, each with independent state and auth cloning, for concurrent task execution.

Intelagent MCP Template

A Model Context Protocol server template designed for building custom servers using the @intelagent/mcp-shared library. It provides boilerplate code and example tools to streamline the development, testing, and deployment of new MCP servers.

fh6-tuner

An MCP server that analyzes Forza Horizon 6 telemetry to provide AI-driven tuning, build, and driving recommendations via Claude.

Google Drive HPC Log Analyzer

Enables Claude to directly access Google Drive files and analyze High Performance Computing (HPC) log files. Automatically detects common HPC issues like memory errors, job timeouts, and resource allocation problems.

Browse Together MCP

与你的 AI 共同浏览，在你编辑代码时。一个带有头部的、由 Playwright 控制的浏览器，以及配套的 MCP 服务器。

Healthcare Document Intelligence MCP Server

Enables document search, grounded question answering, summarization, patient timeline extraction, and PHI redaction for healthcare documents using retrieval-augmented generation.

simala-mcp

A read-only MCP server for trending SIMALA lab parameters from production data, enabling searching parameters and retrieving time-series readings.

hushvert

File conversion for AI agents: office docs to PDF, PDF to Word, document interchange (Markdown/HTML/EPUB/LaTeX), and audio/video transcodes via the hushvert hosted API. Tools: convert_file, convert_poll, list_formats, check_usage.

Make.com MCP Server

Enables Claude Desktop to trigger and interact with Make.com automation scenarios through webhooks. Allows users to execute complex workflows and integrations with third-party services like Google Sheets, Notion, and Slack using natural language commands.

@posteahora/mcp

Enables AI agents to create, schedule, and publish social media posts across Instagram, X/Twitter, LinkedIn, Threads, Facebook, and other platforms via the PosteAhora API.

GenePattern MCP Server

Bridge any AI coding assistant directly to GenePattern — run bioinformatics modules, manage cloud jobs, and stream results, all through natural language.

Remote MCP Server (Authless)

Deploy a remote MCP server on Cloudflare Workers without authentication, with custom tools and connection to Cloudflare AI Playground or Claude Desktop via proxy.

mcp-gdacs

Enables querying global disaster alerts from GDACS including earthquakes, tropical cyclones, floods, volcanoes, droughts, and wildfires. Supports listing events, getting details, and retrieving GeoJSON or RSS feeds.

vela-mcp

MCP server that exposes Vela RemotePC endpoints as tools, allowing AI clients to control the host system.