发现优秀的 MCP 服务器

vision-squeezer

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

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.

GalaxyMCP Server

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

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.

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.

mayan-relationship-mcp

Fetches Mayan zodiac signs from mymayansign.com and generates relationship compatibility analyses.

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.

payment-reconciliation-mcp

Reconciles a vendor payment tracker CSV against a bank export CSV, categorizing discrepancies such as amount mismatches, unrecorded payments, and reversed transactions.

React Tailwind Views MCP Server

A full-stack template for building Model Context Protocol servers that expose tools and workflows to AI agents while also serving a web interface built with React and Tailwind CSS.

logmein-mcp

MCP server for LogMeIn Rescue that exposes session, chat log, note, and reporting tools via the vendor's API, requiring per-request credentials.

hireme-mcp

Enables AI agents to vet a developer's shipped products, check fixed pricing and availability, and submit project briefs on behalf of users.

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.

metricui

MCP server for MetricUI — a React dashboard component library. Provides AI coding tools with full API references, working examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.

context-slim

Provides an MCP server for AI coding agents to fetch AST-slimmed source files that keep critical logic like try/catch, auth, and Eloquent relations, cutting context tokens by 50%+.

underwriting-mcp

A headless MCP connector that lets you underwrite commercial and multifamily deals inside a Claude chat, providing exact arithmetic for NOI, valuation, debt sizing, DSCR, and returns.

mcp-debug-claude-desktop

An instrumented MCP server for debugging lost tool calls in Claude Desktop, using ping, echo, sized_echo, and slow_echo tools to record and analyze the full protocol flow.

OpenSimulator MCP Server

Enables control of OpenSimulator virtual world servers through console commands, supporting region management, user administration, terrain editing, object manipulation, and HyperGrid operations via the REST console API.

mcp-playwright

Enables browser automation for AI assistants via Playwright, supporting multiple browsers, sessions, and tools for web interaction and testing.

Facebook MCP Server

Enables posting text messages to Facebook business pages through MCP. Supports OAuth authentication and manual connection methods for managing Facebook page content.

Baguskto Saham

Enables access to Indonesian Stock Exchange (IDX) data with comprehensive historical data from 2019-2025 for 958 stocks, including real-time market overview, technical analysis, sector performance, and stock comparison capabilities.

GitHub Explorer MCP

一个 TypeScript 实现的 MCP 服务器，为 MCP 客户端提供 GitHub 仓库信息，包括文件内容、目录结构和其他元数据。

IT Tools MCP Server

A comprehensive Model Context Protocol server providing access to 70+ IT tools for developers and system administrators, including encoding/decoding, text manipulation, hashing, and network utilities.

eGov Security MCP Server

Collects, analyzes, and verifies security patches for the eGovernment framework, including PDF analysis and diff previews.

BRYG

An MCP server that lets AI assistants drive real Chromium browsers — navigate, click, type, read pages, run OCR, and record network traffic. 43 tools, credentials stay local, zero telemetry.

MCP Mood Quote Server

一个返回基于心情语录的 MCP 服务器

Minecraft RCON MCP Server

Connects AI agents to Minecraft servers via RCON to execute commands, monitor logs, and perform read-only SQLite database queries. It is specifically designed to facilitate AI-assisted plugin development, live debugging, and automated testing workflows.

Qwen3-VL Video Understanding MCP Server

Enables AI agents to analyze, summarize, and extract text from videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel. It supports media analysis via URL, including video Q\&A and speech transcription capabilities.

data-profiler-mcp

Enables LLMs to profile and analyze tabular data files (CSV, Parquet, Excel, JSON) by extracting schema, statistics, data quality issues, and dtype suggestions, returning structured JSON.

prompt-enhancement-mcp-server

Enables users to enhance rough prompts into more detailed, clear, and effective versions using multiple AI providers like Anthropic, OpenAI, and Gemini. Supports custom templates and integrates with any MCP-compatible client.