发现优秀的 MCP 服务器

Figma MCP Server

Enables AI assistants to read Figma design files and automatically map responsive relationships between mobile and desktop screens to generate accurate frontend code. Eliminates manual copy-pasting by providing direct access to design tokens, dimensions, and screen layouts within AI-powered IDEs.

jenkins-server-mcp

Enables AI assistants to interact with Jenkins CI/CD servers, including checking build status, triggering builds, and retrieving build logs.

ReviseMy

Open-source human-in-the-loop design review tool that enables AI agents to upload UI screenshots for human feedback, with MCP tools for creating reviews, pinning notes, and getting structured feedback.

POC MCP Server

镜子 (jìng zi)

Neon MCP Server

一个轻量级的 MCP 服务器，可与 Neon REST API 交互，并可部署在 Cloudflare Workers 上，以实现简化的数据库管理和集成。

gsc-mcp-connector

Self-hosted MCP server that exposes Google Search Console tools (list sites, query analytics, inspect URL, list sitemaps) via natural language to AI assistants like ChatGPT and Claude.

TypeScript Definitions MCP Server

Provides AI assistants with instant access to TypeScript type definitions from your project dependencies. Enables generation of complete, type-safe mocks and test data by automatically discovering and exposing interface structures from node_modules.

DocGraph

Universal documentation knowledge-graph MCP server with hybrid full-text + vector search. Indexes local files and remote sources from Notion, Jira, Obsidian, Linear, GitHub, and Confluence into a single SQLite knowledge graph, exposing it to AI agents via the Model Context Protocol.

llama-mcp

Enables MCP-native agents to manage deals, briefs, timeline, and posts on the Llama Ventures platform through a set of 19 typed tools.

Company API MCP Server

Exposes internal company services as LLM-callable MCP tools, enabling AI agents to perform business operations like customer management, order processing, and support ticketing through natural language.

mcp-server-ollama-deep-researcher

这是一个 LangChain Ollama Deep Researcher 的模型上下文协议 (MCP) 服务器适配器。它将深度研究能力作为 MCP 工具提供，这些工具可以在模型上下文协议生态系统中使用，从而允许 AI 助手通过 Ollama（本地）对主题进行深入研究。

brainiall-mcp-server

AI-powered speech tools by Brainiall: pronunciation assessment with phoneme-level feedback, speech-to-text with language detection, and text-to-speech with multiple voices.

playwright-mcp-wsl

Drop-in WSL-safe wrapper for @playwright/mcp that prevents Chromium GPU crashes on Windows Subsystem for Linux.

appwrite-security-mcp

MCP server for Appwrite security audits that scans permissions and provides structured fix proposals, with active live leak confirmation via anonymous fetch.

Playwright MCP

Enables LLMs to perform browser automation and web page interactions using Playwright's accessibility tree instead of screenshots. Provides fast, deterministic web automation through structured data without requiring vision models.

Online Boutique AI Assistant MCP Server

MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microservice functions via the Model Context Protocol, enabling any MCP client to manage products, carts, checkout, payments, and shipping.

openart-mcp

Automates OpenArt.ai character and video workflows using Playwright, exposing tools to list, create characters, generate videos, and check render status.

capcut-mcp

An MCP server that reads and builds CapCut projects locally, enabling natural language queries about project contents, missing media, and creation of new edits including beat-synced cuts.

WordPress MCP Server

使人工智能助手能够通过 REST API 与 WordPress 站点进行交互。支持多个 WordPress 站点，具有安全身份验证，从而能够通过自然语言进行内容管理、文章操作和站点配置。

fast-paddleocr-mcp

Extracts text from images using PaddleOCR and outputs results in markdown format, optimized for fast inference with GPU auto-detection.

phantom-touch

An MCP server for iOS simulator automation with reliable clipboard-based text input that works with React Native.

DREAMVFIA Windows MCP

A lean local Windows automation server providing tools for mouse and keyboard control, screenshot capture, and process management. It enables programmatic interaction with the Windows desktop environment through the Model Context Protocol.

ReasonForge

Provides 8 MCP tools for deterministic, read-only reasoning: intake, routing, planning, rubric, sweep checklist, verdict gate, reflection, and evaluation. It forces scope locks, disconfirmation-first plans, blind-spot sweeps, and evidence-gated verdicts.

Okta-MCP

A production-ready MCP server for Identity and Access Management with Okta integration, providing user and group management, audit logging, and permission guardrails.

Vibe Board VE

Persistent memory and task board for Claude Code. 14 tools spanning projects, tasks, sessions, and activity logs — backed by Firestore, runs on the free tier. Handoff notes survive context compaction; the next session reads the last handoff and picks up where you stopped.

jira-mcp-server

Integrates Jira tickets with GitHub Copilot Chat, fetching ticket details, linked tickets, and metadata to enhance context for AI-driven code suggestions.

Stealth Browser MCP

Enables AI agents to perform undetectable browser automation that bypasses Cloudflare, antibots, and social media blocks. Provides 105 tools for element extraction, network debugging, and real-world web scraping with a 98.7% success rate on protected sites.

WhatsApp MCP Server

一个模型上下文协议服务器，可以将您的个人 WhatsApp 帐户连接到像 Claude 这样的人工智能代理，使它们能够搜索消息、查看联系人、检索聊天记录以及通过 WhatsApp 发送消息。

Redshift MCP Server

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, list tables, describe schemas, and retrieve sample data.