发现优秀的 MCP 服务器

Replicate FLUX.1 Kontext Max MCP Server

Enables high-quality image generation with advanced text rendering and contextual understanding using FLUX.1 Kontext Max through the Replicate API. Supports text-to-image generation, image editing, multiple aspect ratios, and automatically downloads generated images locally.

Gemini MCP

An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.

BrowserPilot MCP

A local browser automation bridge that connects AI agents like Claude to Chromium-based browsers, enabling web navigation, clicking, input, screenshots, and tab management.

NetworkX MCP Server

Comprehensive Model Context Protocol server for advanced graph analysis using NetworkX, enabling graph creation, manipulation, and algorithm execution through natural language.

Feishu MCP Server

Enables AI assistants to directly read, write, and manage Feishu documents, spreadsheets, and multi-dimensional tables. It supports automated documentation tasks and rich text management, including Mermaid diagrams and image uploads.

VPf08-MCP-Forex

MCP server providing tools to list, search, and manage Forex currency pairs, along with a calculator and exchange rate lookup.

lpc-character-mcp

Generates random Universal LPC spritesheet characters as full animation PNGs, compositing real sprite layers via a Cloudflare Worker with browser rendering.

Portal da Transparência: PETI MCP Server

Enables querying official data from Brazil's Transparency Portal for the Child Labor Eradication Program (PETI) via a read-only, pay-per-use MCP tool compatible with any MCP client.

proxy-mcp

An HTTP/HTTPS MITM proxy server that enables capture, modification, and mocking of network traffic across Chrome, CLI tools, Docker containers, and Android devices. It supports advanced capabilities like JA3/JA4 TLS fingerprinting, JA3 spoofing, and upstream proxy chaining.

JSON Path MCP Server

MCP server that provides tools to read JSON files and query data using jsonPath expressions.

allplan-mcp-bridge

Enables Claude to create, query, and modify BIM elements in Allplan via natural language, with full undo history support.

Google Ads MCP Server

A comprehensive Google Ads API integration for AI assistants through the Model Context Protocol. This server enables Claude AI and other MCP-compatible clients to manage Google Ads campaigns, analyze performance, and execute GAQL queries with natural language commands.

MCP客户端应用

移动应用程序连接到 Cloudflare MCP 服务器。 (Yídòng yìngyòng chéngxù liánjiē dào Cloudflare MCP fúwùqì.)

wp-blockmarkup-mcp

Provides AI assistants with a verified database of WordPress Gutenberg block schemas, attributes, and validated markup examples to prevent hallucinations and broken block markup.

GoHighLevel MCP Server

Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account automation with 269+ tools for contacts, messaging, sales, marketing, and more.

AdaTile-MCP

Enables high-resolution image adaptive tiling preprocessing for the DeepSeek vision model, allowing analysis of large images via a six-stage pipeline that optimizes performance and handles degradation scenarios.

MedGemma Vertex

MCP server that routes medical questions and images to MedGemma models hosted on Vertex AI, enabling interaction with text-only and multimodal medical AI systems.

Crypto Trading Agent MCP Server

Trade DeFi using plain language prompts.

govee-mcp

A LAN-first, cloud-fallback MCP server for controlling Govee smart devices by name. It enables AI agents or MCP clients to manage lights, plugs, and appliances with commands like power, brightness, color, and scenes.

grok-search

Provides AI-driven web search, page fetching, and site mapping with real xAI citations, enabling LLM clients to access up-to-date external information.

Aviation MCP Server

Enables AI agents to access live aviation data including METAR weather, airport information, aircraft specs, an aviation glossary, and FAA-style practice questions via the free Rotate Pilot API.

custom_mcp_server

构建自定义 MCP 服务器 (Gòu jiàn zì dìngyì MCP fúwùqì)

ReverseCentaur

We make it easy for AI agents to hire humans ethically and fairly.

mcp_gmail_autosend

Enables sending emails via Gmail API, checking thread replies, and listing sent emails, all logged locally in SQLite.

MLflow MCP Server

一个用于 MLflow 的自然语言界面，允许用户通过模型上下文协议使用简单的英语查询和管理他们的机器学习实验和模型。

ACDP

Enables multiple AI agents to coordinate work on the same codebase by providing real-time file locking, commit approval, and agent awareness through a lightweight WebSocket-based MCP server.

console-bridge

Captures and queries browser console logs from all tabs, enabling AI assistants to debug web applications with search, filtering, and custom debugging playbooks.

Qwen Max MCP Server

使用 Qwen Max 语言模型启用文本生成，具有可配置的参数，并通过模型上下文协议 (MCP) 与 Claude Desktop 无缝集成。

pf2e-mcp

MCP server for Pathfinder 2e Remastered character building and rules lookup, using a local SQLite database of official rules data to enable fast, token-efficient AI-assisted character creation.