发现优秀的 MCP 服务器

wDVC MCP

Model Context Protocol server for wDVC that provides tools for architecting DVC pipelines, generating Docker worker commands, searching patterns, and scaffolding wDVC projects.

decide

Deterministic MCP notary suite for subscription policies: refund, cancellation, return, and trial terms. Stateless, read-only rules engine with auditable verdicts and hosted remote endpoints.

MCP Server Trending

一站式热门榜单聚合MCP服务器，让AI助手能够实时查询GitHub、Hacker News、Product Hunt等27+平台的热门内容，专为独立开发者和技术创业者设计。

Uyuni MCP Server

Bridges LLMs with Uyuni infrastructure management, enabling natural language system administration such as inspecting systems, managing updates, and scheduling actions.

codex-microsoft-todo-mcp

A local MCP server that lets Codex and other MCP clients manage Microsoft To Do tasks through Microsoft Graph, supporting listing, creating, updating, and completing tasks.

MCP数据库查询服务

一个基于Model Context Protocol的SQLite数据库查询服务，为AI应用提供标准化的数据库访问、安全的SQL查询执行以及表结构预览功能。

Gainium

Read and manage Gainium DCA/Combo/Grid bots, deals, balances, backtests, the crypto screener, and curated strategy presets via MCP.

cypher-mcp

Monetized graph answers over Bitcoin Lightning. Sells priced answers from a graph via operator-authored, parameterized, named Cypher query templates.

WAHA WhatsApp MCP Server

Enables Claude to interact with WhatsApp through a unified backend API, providing 20 tools for messaging, media, groups, contacts, and chat management.

react-render-profile-mcp

Enables AI agents to profile React applications, detect performance bottlenecks, and automatically apply fixes like memoization and code hoisting.

ShotFlow

An MCP server enabling AI-generated content orchestration by exposing vendor-agnostic tools for video, image, and audio generation through SOP-driven workflows.

GitHub Code Search MCP Server

Enables searching GitHub code with filters and reading arbitrary file contents from any repository via MCP.

Flappy Bird MCP App

Provides a fully playable Flappy Bird game that runs inline within AI chat clients. It enables users to launch the game, submit scores, and track session high scores using Model Context Protocol tools.

feishu-doc-mcp

飞书云文档 MCP Server，为 Claude Code 提供飞书文档的创建、读取、编辑能力，支持 OAuth 认证和 token 自动刷新。

Adobe Journey Optimizer Content API MCP server

Enables interaction with Adobe Journey Optimizer content through the Content API, supporting sandbox configuration and secure credential management.

MCP App Template

An AI-agent-first framework for building MCP servers that deliver interactive React widgets directly within AI chat interfaces like ChatGPT and Claude. It includes automated visual testing and a zero-config local development environment designed for autonomous agent workflows.

depot-mcp

Gives LLMs structured access to Warhammer 40,000 (10th edition) game data: faction lists, unit datasheets, stratagems, detachments and enhancements.

summon-mcp

Self-evolving knowledge graph for AI agents — persistent memory that gets smarter with every interaction.

mnemo

MCP server providing persistent, local-first memory for AI agents via Markdown files in a git repo, with search, branching, and auditability.

@aiwerk/mcp-server-ghl

Enables AI agents to interact with the GoHighLevel (GHL) CRM and marketing automation platform through 576 tools covering contacts, opportunities, conversations, calendars, invoices, payments, campaigns, and other business operations.

gmail-research-mcp

A read-only Gmail MCP server that searches email, fetches complete threads, and stores them as local Markdown and JSON for offline analysis by other agents.

qa-automation-mcp-plugin

Enterprise web automation testing MCP server that controls local Chrome via Playwright CDP, providing tools for page element analysis, interaction, dynamic layer exploration, VTable scene graph, test recording, and Shadcn-style Excel export.

agent-shared-memory

Enables AI agents to share persistent memory via an MCP server using SQLite, supporting multi-tenant, categorized knowledge with TTL and semantic links, without requiring vector databases.

Ludus FastMCP

Enables AI-powered management of Ludus cyber range environments through natural language commands. Provides 157 tools for range lifecycle management, scenario deployment, template creation, Ansible role management, and SIEM integration for security testing and research.

Firecrawl MCP Server

镜子 (jìng zi)

MCP Server Implementation

镜子 (jìng zi)

Modern Control Protocol (MCP) Server

一个现代的、可扩展的 MCP 服务器实现，支持多个 AI 提供商、高级监控和强大的对话管理。

google-scholar-mcp

Enables AI assistants to search and analyze Google Scholar publications, authors, citations, and download papers.

MCP Café

Simulates technical discussions with various agent profiles to help solve engineering problems through coffee breaks, walks, or showers.