发现优秀的 MCP 服务器

Before Users Do

Browser-backed QA MCP server that lets coding agents test web apps, collect browser evidence, and return fix-ready reports before shipping.

expense-splitter-mcp

A Model Context Protocol (MCP) server for managing shared expenses between groups, with tools for group management, expense tracking, and debt simplification.

github-mcp

MCP server exposing GitHub tools for issues, pull requests, and code browsing via the GitHub REST API. Designed for local LLM clients with flat arguments and streamable HTTP support.

HeaderHawk

An advanced email security analysis MCP server for real-time phishing detection, comprehensive header analysis, and threat intelligence integration. It enables users to extract indicators of compromise and validate email authentication protocols like DKIM, SPF, and DMARC.

MCP Affinity Designer Server

This MCP server enables AI assistants to interact with Affinity Designer for document manipulation, layer management, export operations, and tool automation.

FortiManager Code Mode MCP

Enables AI agents to interact with Fortinet FortiManager through a minimal MCP interface using sandboxed JavaScript for querying the API spec and executing JSON-RPC calls.

elephantasm-mcp

MCP server for long-term agent memory, providing persistent memory, searchable knowledge, and evolving identity for AI agents.

mcp-twikit

MCP server for interacting with Twitter, enabling search tweets and fetching timeline via natural language.

Seattle Fire Department MCP Server

Enables real-time monitoring of Seattle Fire Department incident data, allowing users to check for active fires, evacuation orders, and retrieve live emergency response information through natural language queries.

agy-mcp

Wraps Google Antigravity CLI into 11 typed MCP tools, enabling any MCP client to invoke agy for code review, prototyping, execution, and long-running tasks.

GitHub MCP Test Repository

GitHub MCP 服务器功能的测试存储库

HackMD MCP Server

一个模型上下文协议服务器，使 AI 助手能够与 HackMD API 交互，以管理笔记，包括创建、读取、更新和删除笔记。

Canvas AIGC

A MCP server that bridges web canvas with local Codex/Claude, exposing 23 tools for reading, creating, modifying, connecting, and generating canvas content via local HTTP bridge and stdio MCP.

MCP Unity

An MCP server that connects AI assistants to Unity Editor. It enables executing menu items, manipulating GameObjects, managing scenes, creating materials, running tests, and controlling play mode, all through natural language.

access-calibre

Enables LLMs to interact with a local Calibre Content Server to search libraries, list books, retrieve ebook content, chapters, and more.

Openrouter-Nano-banana-assets-generator-MCP

An MCP server that enables AI assistants to generate and edit professional web assets using OpenRouter's Nano Banana Pro image generation model, with support for asset packs, brand consistency, and advanced image editing.

research-mcp

Search and read arXiv papers directly from Claude. Supports keyword, author, category, and date filtering plus full PDF text extraction so Claude can read, summarise, and reason over entire papers, not just abstracts.

SecurityStack MCP

Unified MCP server that gives AI agents security tools to audit MCP configs, redact secrets/PII, vet skills, check dependencies, and scan networks.

Expense Tracker MCP Proxy

A proxy server that connects to a remote FastMCP expense tracker, enabling users to add, list, update, delete, and summarize expenses with categories and date ranges through natural language.

CodeLogic

Interact with CodeLogic, a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.

ESP32-CYD Wi-Fi Analyzer MCP

Enables AI assistants to scan and analyze nearby Wi-Fi networks for security vulnerabilities, control an ESP32-CYD device's display and RGB LED, and receive real-time threat alerts via USB serial communication.

obsidian-vault-mcp

Multi-tenant remote MCP server that exposes any GitHub-backed Obsidian vault to any MCP client via OAuth authentication.

Poe Algolia MCP Proxy

An OpenAI-compatible proxy that forwards chat completions to Poe API and transparently executes Algolia MCP tool calls on the server side.

Edition Intelligence Platform

Japan Operations OS for AI agents — 14 knowledge domains covering regulations, protocols, calendar, travel, food culture, language, disaster safety, daily life, and persistent memory. 31 MCP tools via REST + Streamable HTTP.

greek-competition-mcp

Enables querying Greek competition data—regulations, decisions, and requirements from the Hellenic Competition Commission—directly from MCP-compatible clients like Claude or Cursor.

ZenTao MCP Server

Enables interaction with ZenTao project management software through its REST API. Supports bug tracking, product management, and issue resolution with secure authentication for streamlined development workflows.

MCP Server Template

This enterprise MCP server template provides a production-ready, architecture-first foundation for building MCP servers in Python, with capability registry, dependency injection, and Docker support.

portfolio-signals-mcp

Enables AI coding agents to fetch real-time stock quotes and computed technical analysis signals (RSI, MACD, golden/death crosses) and generate weekly portfolio digests using Yahoo Finance data, requiring no API key.

Mcity Data Engine MCP Server

Enables natural language interaction with complex computer vision workflows such as auto-labeling, class mapping, and embedding selection through an LLM-agnostic MCP orchestration layer.