发现优秀的 MCP 服务器

LabelGrid MCP Server

The official MCP server for LabelGrid's music distribution platform, enabling natural language management of music catalogs, releases, files, analytics, royalties, webhooks, and distribution via a thin wrapper over the LabelGrid public API.

mcp-mautic

Comprehensive MCP server for the Mautic marketing automation API, providing 203 tools for managing contacts, campaigns, emails, segments, and more.

Competitive Programming Mentor MCP Server

Provides 23 modular tools for competitive programming, including problem analysis, algorithm planning, code generation, verification, testing, code review, and learning assistance.

CoinCap MCP Server

Provides access to cryptocurrency market data through the CoinCap API v3, enabling users to retrieve real-time prices, exchange rates, market information, and detailed data for various cryptocurrencies.

SJTU MCP

Wraps the SJTU Zhiyuan No.1 API as a local MCP server, allowing direct use of SJTU models in Claude Code and Codex without custom integration scripts.

Fake Store API MCP Server

Provides seamless access to the Fake Store API for AI assistants with 18 CRUD tools for managing e-commerce data including products, carts, and users. Perfect for e-commerce demos, testing, and learning MCP development with zero configuration required.

Translation MCP Server

An AI-driven text translation service supporting 20+ languages, based on the Model Context Protocol (MCP) for integration with Claude Desktop and other MCP-compatible applications.

arxiv-paper

A paper retrieval and content parsing tool based on arXiv, supporting paper search, PDF link retrieval, and content parsing functions, suitable for obtaining the latest papers in academic research and AI fields.

MariaDB-MCP

Enables interaction with MariaDB/MySQL databases via MCP, supporting read-only mode, SQL execution, and schema inspection.

Model Context Protocol Daemon

模型上下文协议守护进程 - 用于安装、运行和管理 MCP 服务器的工具

bowimi-mcp

MCP server for Bowimi field sales CRM, enabling Claude to query routes, locations, contacts, orders, and products.

LandingAI ADE MCP Server

Enables extraction of text, tables, and structured data from PDFs, images, and office documents using LandingAI's Agentic Document Extraction API. Supports both direct parsing and background job processing for large files with privacy-focused processing.

mcp-repology

Enables querying cross-distribution package versions and maintenance information via Repology, with tools for projects, problems, repositories, maintainers, and search.

vibase

Easily query and mutate Postgres data using MCP. This is an open source project.

AssemblyAI MCP Server

Enables AI assistants to transcribe audio files from URLs or local paths using AssemblyAI's services, with support for speaker diarization, language detection, and asynchronous job management through a standardized MCP interface.

TalkToFigma

Enables local AI agents to generate and edit Figma designs via the Plugin API through a WebSocket relay, with no rate limits and all communication remaining local.

wass-mcp

MCP server for web application security scanning with Nikto, Nuclei, Wapiti, and shcheck integration.

Logistics AI MCP

Provides supply chain and shipping tools including shipment tracking, route optimization, warehouse inventory management, delivery ETA estimation, and customs documentation. Enables logistics operations through natural language interactions with Claude.

Smart Shell MCP Server

Cross-platform command execution server that intelligently adapts shell commands to the operating system and detects project-specific package managers (npm/bun, pip/poetry), with runtime-editable command mappings per project.

HubSpot CMS Website MCP

An MCP server providing comprehensive HubSpot CMS development documentation, enabling users to get contextual information about building HubSpot websites through natural language.

loki-mcp-server

An MCP server that enables AI assistants to query and analyze logs from Grafana Loki using LogQL, supporting label discovery and keyword search.

Unterm

The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linux/Windows, MIT) that runs a local MCP server. Spawn tabs/panes, run commands with structured output, read screens and full scrollback, take scrolling screenshots, record sessions with secret redaction, switch identity profiles. Auto-registers with Claude Code / Codex / Gemini CLI on install.

screen-control-mcp

An MCP server that enables viewing all screens and controlling mouse and keyboard, allowing clicks anywhere and text input.

Dedalus MCP

Minimal, spec-faithful Python framework for building MCP clients and servers with decorators and automatic schema inference.

Duma

Enables AI agents to ask questions to users asynchronously via a local macOS app, allowing users to respond by text or voice.

mcp-vibekanban

MCP server that bridges AI coding assistants to Vibe Kanban, enabling task, session, and queue management without leaving the coding environment.

ClawSouls MCP Server

Provides tools for AI agent persona management, safety verification, and efficient swarm memory synchronization across multiple agents. It enables users to search and install personas while utilizing a token-efficient Git-based workflow for maintaining shared project context.

TLS Radar

Free SSL/TLS scanning and Let's Encrypt certificate issuance (private key stays local), plus certificate-expiry monitoring via one MCP server. Public scan and cert tools need no account.

tor-browser-mcp

Enables AI agents to control Tor Browser with full anonymity preservation, including navigation, Tor circuit management, and traffic interception.

mcp-french-transport-data

Enables discovery and summarization of public French transport data, including datasets, GTFS resources, regions, networks, and data-quality information, via transport.data.gouv.fr.