Discover Awesome MCP Servers

Swagger MCP Server

Automatically converts Swagger 2.0 API specifications into MCP tools, enabling AI assistants to directly call REST APIs. Supports both local Swagger files and remote URLs with comprehensive parameter validation and error handling.

mcp-vision

A local autonomous AI agent that watches your screen, understands the visual layout, and executes native OS commands (clicking, typing) without cloud APIs.

SafeNest MCP Server

Provides AI-powered child safety tools to detect bullying, grooming, and unsafe content within digital conversations. It enables AI assistants to perform emotional analysis and generate age-appropriate safety action plans or incident reports.

pybme-mcp

Enables LLM agents to perform Bayesian Maximum Entropy geostatistical analysis through natural language rather than code, supporting spatial, network, and physics-informed uncertainty modeling.

TBC Guidelines Automation System

Provides real-time TBC Bank development standards compliance checking and code review tools. Integrates with GitHub Copilot and development workflows to automatically enforce coding guidelines and reduce violations.

🧠 serverless-mcp-server

一个超简单的模型上下文协议 (MCP) 服务器，部署在 AWS Lambda 上，并通过 Amazon API Gateway 暴露出来，使用 Serverless Framework 部署。

MySQL MCP Server

Enables AI assistants to securely interact with MySQL databases through tools for query execution, schema inspection, and transaction management. It features built-in safety controls like row limits and query validation to ensure safe and standardized database access.

gateonai-mcp-server

Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare tools head-to-head, and find GDPR-compliant or EU-hosted AI solutions — powered by GateOnAI, Europe's AI Workflow Intelligence Platform.

Q-SYS MCP Server

Enables control and monitoring of Q-SYS audio/video systems through WebSocket connection. Provides tools for discovering components, reading/setting control values, and managing system status with built-in protection for critical controls.

Buttondown MCP Server

使人工智能和大型语言模型系统能够与 Buttondown 新闻邮件服务进行交互，通过模型上下文协议接口支持邮件起草、安排发送时间、检索分析数据和列表管理。

mockit-mcp

Turns text prompts into premium iOS UI mockups (PNG + HTML). Powered by Claude + a Playwright headless renderer. Two backends: local claude CLI (uses your Claude Code subscription) or the Anthropic API.

MCP Server Template

一个启动模板，用于构建模型上下文协议（Model Context Protocol）服务器，该服务器可以与 Cursor 或 Claude Desktop 集成，从而允许开发者为 AI 助手创建自定义工具和扩展。

MCP Server Template (Python)

A minimal, well-structured starter template for building Model Context Protocol (MCP) servers using Python and the FastMCP framework. It includes boilerplate for tools, testing setup, and modern Python packaging to accelerate server development.

office-document-mcp-server

Provides tools to extract, convert, and generate Microsoft Office documents (Word, Excel, PowerPoint) via the Model Context Protocol, with support for reading, editing, and auditing document content.

PostgreSQL MCP Server

Enables secure, direct access to PostgreSQL databases for queries, modifications, and schema exploration.

JSON2TOON MCP Server

Advanced Token-Optimized Object Notation MCP server that compresses JSON with up to 85% token reduction using AI-powered pattern detection, providing lossless compression and decompression through 12 MCP tools.

WordPress MCP Server

Enables AI assistants to manage multiple WordPress sites, create and publish content with AI-generated featured images using DALL-E 3, and handle categories, tags, and posts through the WordPress REST API.

GDPR Compliance for AI Systems MCP Server

Provides comprehensive GDPR compliance assessment tools for AI/ML systems, including lawful basis determination, DPIA generation, and data subject rights handling. It also crosswalks GDPR requirements to EU AI Act obligations with AI-specific considerations throughout.

Image Generator

一个基于 TypeScript 的 MCP 服务器，允许用户通过提供提示词和图片名称，使用 OpenAI 的 dall-e-3 模型生成图像。 (Alternatively, a slightly more formal translation:) 一个基于 TypeScript 的 MCP 服务器，它允许用户通过提供提示词和图像名称来使用 OpenAI 的 dall-e-3 模型生成图像。

biopharma-catalyst-mcp

Enables biopharma catalyst research by aggregating signals from ClinicalTrials.gov, PubMed, SEC EDGAR, openFDA, and Yahoo Finance, with a single tool to audit a ticker/drug combination and return a forensic verdict.

ucco-mcp

Enables querying live, structured, authoritative data about the UCCO standard and foundation via MCP, including standard info, pioneer stats, board members, and protocol stack.

PromptShop

一个服务器，通过模型上下文协议提供由人工智能驱动的图像生成、修改和处理能力，利用 Google Gemini 模型和其他图像服务。

mcp-guard

An HTTP proxy that secures MCP servers by intercepting tool calls and blocking requests based on configurable keyword patterns. It provides a simple way to prevent destructive operations on upstream servers like databases through a JSON-based gate system.

TeamSpeak MCP

A Model Context Protocol server that enables AI models like Claude to control TeamSpeak servers, allowing users to manage channels, send messages, configure permissions, and perform server administration through natural language commands.

Webex Calling MCP Server

Manages your entire Webex Calling infrastructure using natural language through an AI assistant like Claude.

ClimateTriage MCP Server

使用户能够通过 ClimateTriage API 搜索和筛选与气候变化和可持续发展项目相关的开源问题。

codex-dobby-mcp

A local MCP server that lets Claude delegate scoped work to Codex with structured results and guardrails, supporting planning, code review, build, reverse engineering, and long-running background tasks.

ArXiv Search

Simple CLI tool and MCP server for searching arXiv papers via ArXiv Xplorer API.

Withings MCP

Local-first MCP server that connects AI agents to your Withings body, sleep, activity and heart data.