发现优秀的 MCP 服务器

career-mcp

Enables recruiters to query a person's career, projects, and impact using natural language, acting as a living resume.

Trailmark MCP Server

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

Scout MCP Server

Enables web search, scraping, extraction, and crawling through an MCP interface, allowing coding agents to access real-time web data.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly invoke knowledge retrieval and reasoning capabilities.

MCP with Gemini Tutorial

使用 Google Gemini 构建 MCP 服务器

longmem

Hybrid semantic + keyword memory across all your projects. Works with Cursor, Claude Code, and your team.

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。

polymarket-trader-mcp

Trade, analyze, and automate Polymarket prediction markets via AI. 34 tools for direct trading, smart money flow, copy trading, backtest, and portfolio management.

Kolada MCP Server

用于 Kolada 的 MCP 服务器。

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.

GitHub MCP Server

镜子 (jìng zi)

COMSOL MCP Server

MCP Server for COMSOL Multiphysics simulation automation via AI agents.

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.

fauxnix

Deterministic bash→PowerShell translation layer for AI agents on Windows. Exposes a bash tool over MCP; agents write bash, fauxnix runs it natively on PowerShell 5.1 — no WSL, no VM, no Git Bash required.

basecamp-mcp

MCP server exposing Basecamp CLI commands as tools for project management, todos, messages, and more.

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.

Neuron MCP Server

Enables AI assistants to manage WhatsApp business operations including chatbots, broadcasts, campaigns, and contacts through 120+ MCP tools.

mcp-financial-data

提供19个中国A股、基金、宏观经济及市场行情数据工具，支持AI客户端实时查询。

Architecture Drift MCP

Compare evidence-linked documentation claims with facts observed in the current source tree.

stateless-mcp-incident-lab-typescript-raw

A raw TypeScript MCP server simulating incident lifecycles with tools, resources, prompts, and signed multi-round remediation approval. Enables CLI-based interaction, protocol negotiation, and health/security testing without external MCP SDK dependencies.

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。

Personal Expense Tracker MCP

Enables local tracking of personal expenses by adding, listing, summarizing, updating, and deleting expense records stored in a CSV file through an MCP client.

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.

SF Cleaning Service

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

elementor-mcp

An MCP server for Elementor-built WordPress sites that reads page structure, edits widgets, manages global design tokens, and supports safe concurrent writes with undo via a WordPress bridge plugin.

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

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.