发现优秀的 MCP 服务器

YouTube Transcript MCP Server

Fetches YouTube video transcripts with timestamps and provides them to LLM agents via MCP, enabling natural language access to video content.

MCP Debugger

Provides debugging capabilities for Python, C, C++, Rust, Swift, and more through the Debug Adapter Protocol, enabling breakpoints, step-by-step evaluation, and stack traces.

notebooklm-mcp

An unofficial MCP server for Google NotebookLM that enables users to manage notebooks, add sources, ask questions with citations, and generate audio podcasts via a Playwright-based automation layer.

Calculator MCP Server

A simple MCP server that provides calculator tools for basic arithmetic operations with zero-division protection.

Fantastical MCP

Enables AI assistants to read and create Fantastical calendar events on macOS using local database access and URL schemes, working entirely offline without API keys or network access.

Vercel MCP Web Crawler

Provides lightweight web crawling and scraping capabilities, enabling users to fetch pages as clean Markdown, recursively crawl domains, extract metadata, and perform search-and-crawl operations.

notebypine-mcp

MCP server for managing incident reports, solutions, and knowledge base with PocketBase, featuring Code Mode orchestration that delivers up to 98% token reduction.

mcp-clickhouse

ClickHouse 数据库集成，具有模式检查和查询功能

Perplexity2 MCP Server

Enables AI-powered search and analysis of Google data through the Perplexity2 API, allowing users to discover insights and enhance decision-making capabilities.

konid-ai

A language expression coach MCP server that provides native-sounding translations with cultural context, tone notes, and audio pronunciation for over 13 languages.

skillsmcp

Exposes Agent Skills to AI agents as MCP tools, enabling discovery and activation of skill instructions for coding agents.

google-chat-mcp

Enables AI assistants to read and send messages in Google Chat spaces using service account authentication.

MCP Experiments

Provides tools for executing Bash and AppleScript commands from LLMs on macOS, with safety modes.

cdp-browser-mcp

MCP server that attaches to already-running Chromium browsers via CDP, enabling agents to control multiple browser sessions for navigation, input, network capture, and automation while avoiding anti-bot detection with Patchright.

Chrome Browser Control

Enables controlling a local Chrome browser via MCP tools, using a Chrome extension and WebSocket broker for browser automation.

Rendi MCP Server

Enables cloud-based FFmpeg video and audio processing through the Rendi API, allowing AI assistants to convert, edit, and manipulate media files without local FFmpeg installation.

clova-speech-lecture-mcp

Enables speech-to-text transcription and summarization of lecture audio using Naver CLOVA APIs. Provides MCP tools for short and long audio processing with summarization.

hpe-security-director-cloud-mcp

An MCP server for HPE Juniper Security Director Cloud that exposes 368 tools to manage firewall policies, NAT policies, security resources, and more via the full OpenAPI surface. Enables LLMs to directly interact with and configure a live Security Director Cloud environment.

rustypaste-mcp-server

An MCP server that wraps the rustypaste API, allowing users to upload text, files, and URLs to a rustypaste instance. It supports features such as single-use links, file expiration, and URL shortening.

Adjust MCP

一个 MCP 服务器，可以与 Adjust API 交互，允许你使用来自任何 MCP 客户端（如 Cursor 或 Claude Desktop）的自然语言查询移动分析报告、指标和性能数据。

IMDB MCP Server

Enables LLMs to search movies and people, retrieve movie details, cast lists, and the IMDB Top 250 through JSON-RPC or MCP protocol.

asana

创建、列出、更新任务 创建、查看项目 项目ID是硬编码的！ 哎呀

MCPController

Enables an admin to grant ChatGPT scoped access to manage doctor records via MongoDB, with OAuth 2.1 PKCE consent and per-tool permission checks.

FreeAgent MCP Server

A Model Context Protocol server for the FreeAgent accounting API, enabling LLMs to manage contacts, invoices, estimates, bills, expenses, timeslips, projects, tasks, bank accounts, and more.

snow-mcp-server

Secure MCP runtime on Google Cloud Run enabling ServiceNow AI Agents to access another ServiceNow instance as the signed-in user via delegated OAuth, with read-only tools for work items and pending approvals.

financial-assistant

Enables natural language stock price queries, leveraging MCP tools to fetch real-time market data from EODHD and present results through a Gradio interface.

worldmodel-mcp

Provides an external, validated state database for LLM agents to manage long-horizon tasks, with tools for defining schemas, invariants, actions, procedures, and branching, preventing state drift and compounding errors.

formulon-mcp

MCP server for Excel-compatible formula evaluation and workbook operations, enabling agents to open, inspect, mutate, recalculate, and save .xlsx files in-memory over stdio.

Digital Samba Embedded API MCP Server

Enables managing video conferencing platform tasks like creating rooms, managing recordings, and controlling live sessions through natural language with AI assistants.

MCP Monitor

An observability tool for agentic AI pipelines that intercepts MCP and Python tool calls to provide real-time metrics, session replays, and alerts via a local dashboard. It enables centralized monitoring of multiple MCP servers through multiplexer and proxy modes without requiring changes to existing agent code.