发现优秀的 MCP 服务器

FPL Advisor MCP Server

An MCP server that provides Fantasy Premier League advice, including transfer suggestions, captain recommendations, and differential player discovery.

Ghost Publisher MCP

An unofficial, local-first MCP server for creating Ghost drafts, uploading images, publishing approved batches, and checking live posts via editorial tools.

vision-squeezer

LLM-native image optimization middleware & MCP server. Reduces vision model token consumption by preprocessing images into tile-boundary-aligned, padding-free formats.

RegexForge

RegexForge gives AI agents a reliable way to get a regex without asking an LLM to hallucinate one. Pass in labeled examples (strings that should match, strings that shouldn't) plus an optional description; get back the regex, a proof matrix showing it handles every example, and a backtracking-risk audit flagging catastrophic-backtracking patterns. Pure symbolic synthesis over a template bank with

agentinbox-mcp

Enables AI agents to manage a customer-support inbox with guardrails, including replying safely, handling escalations, and leveraging upsell opportunities for e-commerce stores.

MCP LLM Server

Enables interaction with Claude and Gemini command-line tools through the MCP protocol, allowing users to send prompts to either or both LLMs and receive responses.

findme-mcp

Enables AI clients to create and manage FindMe Photo wedding galleries, upload photos from local files or URLs, and retrieve analytics and QR codes using natural language.

note.com MCP Server

使用 note.com API 的 Model Context Protocol (MCP) 服务器

Win MCP Server

Enables AI agents to securely manage and execute commands on remote Windows servers via WinRM, including PowerShell execution, system information retrieval, and service management.

Cerebras Multi-Model MCP Server

Use multiple Cerebras models from Claude Desktop & Claude Code with automatic model selection.

bfl-flux-mcp

Minimal Python MCP server for Black Forest Labs Flux image generation API, providing tools for text-to-image, editing, expansion, variations, and credit checking.

Andiora Developer MCP

Enables developers to read project context, create documentation drafts, update reports, and retrieve tenant-scoped metrics through the Andiora platform APIs.

Make MCP Server

This server enables AI assistants to discover, parameterize, and trigger Make.com automation workflows configured for on-demand execution. It allows users to execute scenarios and receive structured JSON results, bridging the gap between AI assistants and complex automation ecosystems.

nanomcp

A minimal MCP server demo written without the MCP Python SDK that demonstrates the complete protocol flow. It provides weather, file search, and datetime tools, and includes a CLI client that bridges MCP tools with OpenAI function calling.

agent-comms-mcp

Enables multiple Claude Code instances to communicate through direct messages and topic-based channels. It features a real-time web dashboard for monitoring conversations and includes a persistent mailbox for offline message delivery.

Unity AI Bridge

Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools, zero dependencies

srezai-mcp

MCP server for SrezAI providing web search, page reading, screenshots, and schema-based extraction as native agent tools.

MCP HydroCoder Vision

A local vision-language MCP server that enables Claude Code to perform image analysis, OCR, and UI-to-code generation using the Qwen3 VL 4B model via LM Studio. It provides privacy-focused visual processing by running entirely on the user's local hardware without external API dependencies.

Seam MCP Server

Enables control of smart locks through the Seam API, allowing users to lock/unlock doors, check status, and manage access codes across 100+ supported lock brands. Supports comprehensive access code management including temporary codes and multi-lock operations.

MeteoSwiss MCP Server

Provides access to official MeteoSwiss weather data, including regional reports, daily forecasts, and website search functionality across multiple languages. It enables AI assistants to retrieve real-time weather information and documentation from MeteoSwiss using the Model Context Protocol.

whoop-mcp

Provides Claude Desktop with access to WHOOP fitness data including recovery, sleep, strain, and workouts.

foundry-zksync-mcp

Exposes foundry-zksync CLI tools to AI assistants, enabling smart contract development on zkSync with key management options.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

MCP Image Validator

Enables Claude and other MCP clients to analyze and describe images using the Qwen3-VL vision model (235B parameters) through Ollama Cloud API, supporting multiple image formats without requiring local GPU.

BuddyPress MCP Server

Enables AI assistants to interact with BuddyPress sites through the REST API v2. Supports comprehensive community management including activities, members, groups, profiles, messages, friendships, and notifications through natural language.

forge-mcp

The Forge Engine runtime: a thin, MIT-licensed proxy that connects any MCP client to Forge — the design spec AI coding agents read before building and report back to. Serves the full 54-tool surface; discovery works signed out, tool calls authenticate.

GalaxyMCP Server

A Model Context Protocol server for AI persona management with JIRA integration, enabling personality switching and ticket operations.

Tree-Hugger-JS MCP Server

Provides AI agents with powerful JavaScript/TypeScript code analysis and transformation capabilities using the tree-hugger-js library.

AgentZone MCP

Enables LLMs to search, discover, and interact with over 37,000 verified on-chain AI agents through the AgentZone platform. Users can filter agents by capability and trust score, access network analytics, and manage agent registrations or payments.