发现优秀的 MCP 服务器

cloudcraft-mcp

Enables Claude Desktop and other MCP clients to list, read, export, and create Cloudcraft cloud-architecture blueprints, as well as snapshot AWS resources.

MCP Filesystem Server

Provides secure filesystem access for AI models through the Model Context Protocol with strict path validation, file operations, directory management, and system command execution within predefined directories.

GraphAPI MCP

A Python-based MCP server that enables authenticated Microsoft Graph API calls through a RequestRocket proxy. It provides a single tool to interact with Microsoft services using standard HTTP methods and Graph API paths.

mad-invoice-mcp

Enables creation and management of invoices with JSON storage and LaTeX-based PDF rendering. Supports draft creation and professional PDF generation through customizable LaTeX templates.

Multimodal Model Context Protocal Server

多模态 MCP 服务器 (Duōmótài MCP fúwùqì)

tradingview-mcp

Fetches OHLCV candle data for NSE/BSE symbols from TradingView's WebSocket, providing a single MCP tool to test intraday/live data before upgrading to the paid Kite Connect API.

ChipsAI MCP Server

Enables managing ChipsBot chatbots, conversations, documents, RAG configuration, bot-to-bot routing, and AI models through natural language.

@fugle/mcp-server

A Fugle MCP server for stock market data and trading, supporting real-time quotes, historical data, and optional order execution.

transcriber-mcp

Enables transcription and speaker diarization of audio files, interviews, and YouTube URLs, producing speaker-attributed transcripts with timestamps. Supports multiple backends (local Whisper, OpenAI API) and output formats (txt, vtt, srt, json).

Text-to-SQL MCP Server

Enables secure SQL query execution on MySQL databases with authentication and permission control, allowing users to explore database tables and run read-only queries.

MCP Agent Reliability Server

Logs tool call results, calculates reliability scores, and generates reports for AI agents, helping entrepreneurs measure agent reliability without paid APIs.

sheepit-mcp

MCP server that lets Claude, Cursor, or any MCP-compatible client drive Sheepit projects — enabling campaign management, destination configuration, dashboard creation, and insights queries directly from a chat interface.

AWS FinOps MCP Server

Provides a comprehensive suite of 76 tools for AWS cloud resource optimization, cost management, and infrastructure monitoring. It enables users to identify unused resources, analyze cost trends, right-size capacity, and maintain security compliance through natural language.

Asana MCP Server

A local-first Asana MCP server that provides controlled writes, schema operations, diagnostics, and one-call briefs over the REST API using a Personal Access Token.

grok-web-sdk MCP

Enables AI agents to generate text, images, and videos via Grok's web UI using MCP tools (grok_chat, grok_generate_image, grok_generate_video) without an API key.

Funding-mcp

Real-time perp market-data for AI trading agents — funding rates, funding-arb signals, open interest, volume, orderbook depth/slippage and oracle families across 25 venues, plus HIP-3 RWA coverage (tokenized stocks, metals, oil) that mainstream aggregators lack. x402-native pay-per-call (USDC on Base): one free funding screener tool + 11 paid tools with auto-pay.

Relentless MCP Server

Enables AI assistants to read from and write to Notion databases through the Relentless CMS API with built-in validation, automatic retries, and error handling for robust content management.

DevMind MCP

Intelligent context-aware memory system for AI assistants that enables persistent memory, automatic development activity tracking, and intelligent information retrieval across conversations.

Workflow Connector MCP Server

Enables creating and managing automated workflows with triggers, actions, webhooks, and pre-built templates, integrating with notification services like DingTalk, WeChat, Slack, and email.

unreal-mcp

Enables natural language interaction with Unreal Engine, providing 127 tools across 16 subsystems for tasks like actor manipulation, asset management, blueprint creation, and more, using built-in Python and Remote Control plugins.

Ticketmaster Discovery MCP Server

A server that enables searching for events, venues, and attractions through the Ticketmaster Discovery API with flexible filtering and multiple output formats.

Canvas MCP - College and High School Courses

一套工具，使人工智能代理能够与 Canvas LMS 互动，允许用户通过自然语言查询查找相关资源、获取课程信息和浏览模块。

Blender Finisher

An MCP server that integrates with Blender to turn rough meshes into game-ready assets with automated measurement, verification, and rollback to ensure form preservation.

Google Sheets MCP Server

A Claude Desktop Extension that provides seamless access to Google Sheets data through the Model Context Protocol, allowing Claude to efficiently navigate and analyze spreadsheets using a two-tool approach for handling large datasets.

github-repo-intel-mcp

Provides AI coding agents with structured intelligence about any GitHub repository including overview, PRs, contributors, hot files, CI status, and dependencies via a hosted MCP endpoint.

mcp-viva-engage

Enables Claude AI to interact with Viva Engage (Yammer) for browsing communities, searching posts, reading conversations, and posting replies.

exa-search

exa-search

mpp32-mcp-server

MCP server that allows AI agents to discover and pay for thousands of APIs (x402 on Solana/Base) using a single key, with automatic payment handling and a federated catalog of machine-payable endpoints.

HubSpot MCP Server

Provides comprehensive access to HubSpot CRM API for managing contacts, companies, deals, engagements, and associations. Supports batch operations, advanced search, and complete CRUD functionality across all standard CRM objects.

Nexbid

Agentic commerce infrastructure for AI agents. MCP-native product discovery, contextual ad matching, and purchase facilitation with European privacy compliance (nDSG/GDPR).