发现优秀的 MCP 服务器

Whissle MCP Server

一个基于 Python 的服务器，提供对 Whissle API 端点的访问，用于语音转文本、说话人分离、翻译和文本摘要。

MCP Partidos de Fútbol

A Python-based MCP server that extracts football match data from multiple global sources like ESPN and BBC Sport using intelligent web scraping. It enables AI assistants to retrieve scheduled matches, real-time scores, and broadcasting details with advanced filtering for high-profile games.

pubmed-search

MCP server for PubMed search and literature summarization

mysql-mcp-server

Enables MySQL database operations through MCP, including executing SQL queries, listing databases and tables, and describing table structures.

brainMD

Local-first markdown vault with a built-in MCP server (streamable HTTP). 16 tools and 2 resources for Claude Code / Desktop / Cursor: read/write/search plus context_for_query, find_orphans, weekly_digest, compare_notes, semantic_outline. Per-folder agent permissions, LanceDB vectors, local Xenova ONNX embedder swappable to Ollama. Single Bun binary. AGPL.

Qanat Goose MCP Extension

Integrates Square sandbox catalog and orders management with voice commands (via ElevenLabs) and hand gesture controls (via MediaPipe) through an interactive seller dashboard in Goose Desktop.

Trailmark MCP Server

Provides a standalone MCP interface for analyzing and querying code repositories using Trailmark, supporting multiple graphs and snapshot management.

Eyes-MCP

A research MCP server that enables AI agents to query the internet using multiple sources like SearXNG, GitHub, Reddit, and YouTube, and returns synthesized answers with citations.

Neo4j MCP Server

Neo4j MCP 服务器 - 用于 Neo4j 数据库操作的微服务

MCP with Gemini Tutorial

使用 Google Gemini 构建 MCP 服务器

Angi MCP Server

Enables users to find home service professionals, get home improvement advice, and request quotes through Angi integration.

jira-mcp

A Model Context Protocol (MCP) server that integrates with Atlassian Jira to search issues, retrieve details, access comments, create new issues, and update issues.

ScoutlyMCP

Enables AI assistants to retrieve SMS messages from Android devices via ADB.

Math MCP Server

Exposes a broad mathematics toolkit including symbolic algebra, calculus, numerical methods, linear algebra, statistics, discrete math, graph theory, rendering, and optional GPU acceleration via MCP tools for use with Claude Desktop and other MCP hosts.

Ligis-Link-mcp

Construction trade compliance MCP server. Covers electrical, plumbing, HVAC, welding, roofing, gas fitting, solar and more across Australia, UK, USA, Canada and EU. 8 tools (3 free, 5 pro): compliance checking, cable sizing, RAMS generation, safety checklists, material compliance verification and inspection requirements. Works in Claude Desktop, Cursor, Windsurf and any MCP client.

Refunc MCP Server

Refunc 模型上下文协议服务器

image-tools-mcp

图像工具 MCP 是一个模型上下文协议 (MCP) 服务，它使用 TinyPNG API 从 URL 和本地文件中检索图像尺寸并压缩图像。它支持将图像转换为 webp、jpeg/jpg 和 png 等格式，并提供有关宽度、高度、类型和压缩的详细信息。

SF Cleaning Service

Enables booking cleaning services in San Francisco by collecting customer details and automatically sending booking requests via email to service partners.

Cloudflare WAF MCP Server

Enables management of Cloudflare Ruleset Engine and WAF configurations through zone/account operations, ruleset management (add/update/delete rules), and access to Cloudflare documentation. Supports multi-zone and multi-account environments with built-in safety considerations.

Auto Favicon MCP Server

Automatically generates complete favicon sets from PNG images or URLs, creating multiple sizes, ICO files, Apple touch icons, and manifest.json for web applications.

Pixabay MCP Server

一个模型上下文协议服务器，它允许使用查询参数在 Pixabay 上搜索图像，并返回包含图像 URL 和元数据的格式化结果。

detrix

Detrix is an agentic debugger. Watch any variable at any line, zero code changes during debugging Local or cloud - same workflow for Docker containers and remote hosts Python, Go, Rust - observation points capture values without pausing, without restarting

Claude Chunks

一个 MCP 服务器，能够智能地将大型文档分块，以便 Claude 高效地进行上下文感知的处理和摘要生成，从而增强文档理解能力。 (Alternatively, a slightly more literal translation:) 一个 MCP 服务器，它能智能地将大型文档分割成块，使 Claude 能够进行高效的、上下文感知的处理和生成摘要，从而提升文档的理解能力。

Graph Memory MCP

Enables AI agents to build and query a persistent knowledge graph with entities, relationships, and observations. Features a core index system that ensures critical information is always accessible across all memory operations.

w8s-astro-mcp

A personal astrological server that provides high-precision tools for generating natal charts, transits, and relationship charts using a queryable SQLite database. It enables users to manage multiple profiles, track historical transits, and perform electional astrology for planning events.

Pixoo MCP Server

Enables programmatic control of Divoom Pixoo LED matrices to display layered pixel art, animations, and hardware-rendered scrolling text. Users can compose complex visual scenes, push images, and manage device settings like brightness and channels through an LLM.

MarkItUp MCP Server

MCP server for MarkItUp's AI image-annotation pipeline. Generate polished marketing-visual variations of any screenshot, regenerate, AI outpaint, and remove backgrounds — powered by Claude analysis + Gemini rendering.

Google Workspace MCP Server

A complete MCP server integrating Gmail and Google Docs, enabling email management (list, send, search, reply) and document operations (create, edit, search, share) through natural language.