发现优秀的 MCP 服务器

BookMarket Research MCP Server Agent

Enables market research and analytics for digital, audio, POD, and ebook publishing by integrating DuckDuckGo search, Gemini API, Supabase, Airtable, Hugging Face, and GitHub.

Gmail MCP Server

Enables Claude to read, search, send, label, and trash emails in any Gmail account via Google's Gmail API, using OAuth2 authentication with automatic token refresh.

programmatic-mcp

A meta MCP server that orchestrates other MCP servers by lazily connecting to them and exposing their tools as JavaScript libraries. It allows users to execute JavaScript code that programmatically interacts with multiple MCP servers within a unified environment.

Physics MCP Server

Provides 55 specialized tools for precise physics calculations and rigid-body simulations, covering mechanics, fluid dynamics, and rotational motion. It enables LLMs to perform realistic motion analysis and trajectory modeling with support for real-world factors like drag, wind, and altitude.

Interactive Automation MCP Server

A comprehensive Model Context Protocol server that enables Claude Code to perform expect/pexpect-style automation for interactive programs, supporting complex interactions with terminal programs, SSH sessions, databases, and debugging workflows.

seashail

Agent-native, self-hosted MCP server for crypto trading and DeFi management. Enables agents to query balances, execute trades, and manage positions with a policy engine and secure key storage.

RivalSearchMCP

Enables comprehensive web research through multi-engine search, intelligent website crawling, content analysis, trends data exploration, and automated research workflows with anti-detection measures and rich snippet detection.

spotify-mcp-server

An unofficial MCP server that provides access to Spotify's Web API through the Model Context Protocol, enabling AI assistants to search music, manage playlists, and control playback.

Rynmesh

Enables AI operators to interact with a local-first personal AI assistant, including content discovery, recommendations, signed content publishing, and peer exchange through MCP tools.

bharatlas-mcp

Description: Query India's open geo data in natural language. 8 tools: list layers, inspect schemas, filter/group any column, point-in-polygon locate, spatial proximity search, downloads in 5 formats. Covers admin boundaries (state to village), city wards, forests, rivers, dams, hospitals, highways, airports, and more.

MPM-Coding

Provides AI coding assistants with code search, impact analysis, task chaining, and persistent memory to turn AI demos into deliverable code.

LogicMem MCP Server

Provides persistent memory, reasoning, agent-to-agent sharing, and immutable audit trail for AI agents via the Model Context Protocol.

mcp-kanban

A local-first Kanban board for AI agents that enables ticket management via MCP tools, with a real-time web UI.

Test MCP Server

Manages user data with resources, tools, and prompts for CRUD operations on a JSON file.

Motion MCP Server

Enables managing tasks, projects, schedules, users, comments, and more in Motion via natural language through the Model Context Protocol.

gcloud-mcp

A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Run resources. It allows for listing builds and services, as well as retrieving detailed logs and execution status.

Veroq

web search and financial search intelligence MCP server — /ask /verify + 52 tools for verified market data, trading signals, fact-checking with evidence chains, and 1,061+ tickers. Ask anything, verify everything.

RAG MCP Server

A Model Context Protocol (MCP) server for Retrieval-Augmented Generation (RAG) operations. It provides tools for building and querying vector-based knowledge bases from document collections, enabling semantic search and document retrieval capabilities.

Timers Studio MCP Server

Enables LLM clients to answer prospect questions about Timers Studio, a professional broadcast timer platform, with first-party data on competitive positioning, use cases, personas, and recommended plans.

mcp-weather-sse

An SSE-based MCP server for retrieving real-time weather data for a specified location, supporting current conditions and forecasts.

Google Search MCP Server

A Model Context Protocol server that enables AI assistants to perform web searches using Google Search API, returning up to 20 search results in JSON format.

Math I Choose to Ignore MCP Server

AI-powered expense tracking MCP server that connects LLM clients to PostgreSQL for natural language expense management.

mcps-for-macos

A collection of small MCP servers for macOS automation that expose Apple Mail, MoneyMoney, and Spotlight functionality as tools via AppleScript and command-line, enabling AI applications to search mail, manage contacts and transactions, and perform system-wide file searches through natural language.

ragflow-mcp-server-fixed

A fixed MCP server that interacts with RAGFlow for dataset management and chat operations, handling legacy endpoint errors and providing a fallback to OpenAI-compatible endpoints.

Bandmate MCP Server

Provides access to the Bandmate REST API for managing songs with chord notations, lyrics, and metadata, as well as organizing them into lists. Supports searching, creating, updating, and retrieving songs and playlists with optional authentication.

ElevenLabs MCP Enhanced

An enhanced server for ElevenLabs that enables high-quality text-to-speech, voice cloning, and multi-speaker dialogue management. It features advanced conversational tools for transcript retrieval, history tracking, and emotional audio synthesis using the v3 model.

Delx Living Body

Meta-MCP that auto-detects installed wellness connectors and composes them into one body data layer.

vercel-mcp

Enables management of Vercel projects, deployments, domains, environment variables, and teams via the Vercel REST API.

Muse AI Image MCP Server

Read-only MCP server exposing Muse AI Image's styles, pricing, FAQ, and official links to AI clients like Claude Desktop, enabling knowledge retrieval without API keys.