发现优秀的 MCP 服务器

selenium-mcp

Provides browser automation using Selenium, supporting Chrome and Firefox, with tools for navigation, element interaction, screenshots, and more.

AI Bounty Board MCP Server

Connects Claude and other MCP-compatible AI assistants to the AI Bounty Board, enabling natural language discovery, claiming, and submission of bounties.

Hangeul-mcp

Recognizes HWP/HWPX form structures and fills in AI-generated values while preserving original formatting, enabling natural language interaction with Korean word processor documents.

Charlotte

A token-efficient MCP server that gives AI agents structured access to the web, returning compact page summaries and targeted queries instead of full accessibility dumps.

Simple Time MCP CLI

一个简单的 MCP 服务器，用于处理时间相关的功能，并支持命令行界面模式。

filemanager-mcp-server

A file management MCP server enabling complete file and directory operations, including advanced editing, templates, and batch processing through natural language.

Yelp Fusion MCP Server

Provides access to Yelp's business database for searching local businesses, retrieving detailed ratings and reviews, and performing market research through business counts. It enables users to look up businesses by location, category, or phone number using the Yelp Fusion API.

BigQuery MCP server

A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.

MCP-Soccerdata

一个开源的 MCP 服务器，它连接到 SoccerDataAPI，并通过自然语言交互提供最新的足球比赛信息。

mcp-serial-bridge

Enables AI agents to control serial port devices (modems, instruments, embedded boards) via MCP tools for listing ports, connecting, and sending/receiving commands.

Timezone By Location MCP Server

Provides access to the Timezone By Location API to retrieve timezone information based on geographic location data.

Strapi MCP Server

A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Meta Ads, enabling AI agents to automate SEO and marketing workflows.

Reachy Mini MCP

Enables AI systems to control the Reachy Mini robot—speak, listen, see, and express emotions through physical movement. Compatible with Claude, GPT, Grok, and other MCP-compatible AIs.

Adaptive Reasoning Server

An advanced MCP server that gives AI assistants persistent memory with machine-learning-powered semantic understanding, enabling branching memory, semantic search, and project analysis.

GitHub Stars MCP Server

A high-performance server for analyzing GitHub user starred repositories, providing insights into development trends, technology adoption patterns, and timeline tracking.

mcp-press-release

Transforms announcements into professional press releases with headline, body, boilerplate, and media contact sections.

mapbox-docs

Provides AI assistants with instant access to Mapbox documentation and reference materials through tools and resources, with no Mapbox access token required.

163 Mail MCP

Privacy-first local MCP server for personal @163.com mailboxes, connecting via IMAP/SMTP with read-only search and write operations guarded by confirmation tokens.

LUNA

ESP32-based Streamable HTTP MCP server with embedded Lua scripting engine. Bridges Claude AI to physical devices — telescopes (INDI protocol), sensors, BLE peripherals, and TCP devices. Flash-and-run binary distribution, no build required.

Canvas Agent

MCP server that connects AI assistants to Instructure Canvas LMS, enabling teachers and administrators to manage courses, assignments, grades, and more through natural language.

utauMCP

Controls OpenUtau (vocal synthesis software) from Claude Desktop, enabling project creation, editing, and live note manipulation via a bridge plugin.

Planka MCP Server

Enables AI assistants to interact with Planka, a real-time Kanban board application, for managing projects, boards, lists, cards, and more.

MCP OpenAPI Discovery

Discovers, inspects, and executes requests against OpenAPI or Swagger APIs directly from documentation URLs or specification files. It enables users to trace parameter usage across an API and perform authenticated HTTP requests through a structured toolset.

zendesk-help-center-anon-mcp-server

MCP server to retrieve information from Zendesk Help Center using anonymous authentication. Provides tools to list categories, sections, articles, and search articles.

TROVE

A macOS-only local-private runtime that returns bounded cited evidence to external Agents via MCP, with optional Reply Runtime and WeChat source Provider.

MCP Bear

A Python-based MCP server that provides read and write access to Bear Notes on macOS using SQLite for data retrieval and x-callback-url for modifications. It enables users to search, create, archive, and manage notes and tags directly through a Model Context Protocol interface.

garmin-connect-mcp-server

A read-only MCP server that gives Claude Desktop access to your Garmin Connect data — daily health metrics, sleep, activities, training status, and body composition.

pi-codegraph

Enables structural code analysis with worktree-aware index management, supporting explore, search, impact, and more via CodeGraph tools for Pi and OMP.

mcp-server-code-extractor

Enables precise code extraction from 30+ languages using tree-sitter parsing, allowing AI assistants to retrieve functions, classes, and code snippets with accurate line numbers.

Catalyst Edge MCP Server

Enables AI agents to access audited SEC intelligence, including scored catalyst picks and track record data, via the Model Context Protocol.