Discover Awesome MCP Servers

Copilot CLI Switch Gate

A hosted remote MCP server providing CLI switch gate tools for managing command migrations, risk classification, and switch receipts.

@missionsquad/mcp-searxng-puppeteer

An MCP server implementation that integrates the SearXNG API for powerful web search capabilities and uses @missionsquad/puppeteer-scraper to read and process live web content.

MCP Pointer

An MCP server and Chrome extension that allows users to select browser DOM elements via a keyboard shortcut to provide detailed technical context to AI coding tools. It captures HTML attributes, CSS styles, and React component metadata, enabling agents to analyze and modify web elements directly.

Peggle AI MCP Server

Enables AI models to play the game Peggle by capturing the primary monitor's screen and simulating mouse clicks. It provides tools for visual analysis and coordinate-based interaction to automate gameplay.

mcp-server-fanqie

Enables searching and reading novels from FanQie Novel platform through MCP, supporting book details, chapters, comments, and multi-type content retrieval.

auravms-mcp

MCP server for AuraVMS that enables agents to manage RFQs, supplier quotes, and purchase orders with safety defaults like draft RFQs and confirmations.

jamie-mcp

Enables Claude to interact with Jamie AI meeting assistant: list meetings, read summaries and transcripts, search, and manage tasks.

io.github.xfloukiex-lab/road-poneglyph

Enables reviewing plans for unstated assumptions, risks, and blind spots through a structured pre-mortem analysis.

glm-mcp-server

Enables image analysis in Claude Code using Zhipu AI's GLM-4.6V vision model.

smg-claude-memory-mcp

Persistent, searchable project memory for Claude Code. Each project has its own local DuckDB with vector embeddings, auto-loading context at session start.

@vncy/persona-mcp

An MCP server that maintains a consistent world-state of people and their relationships across AI agents and devices using hybrid storage and cloud sync.

chromium-screenshots

Enables AI agents to capture pixel-perfect screenshots with synchronized DOM data and quality metrics, supporting auth injection and MCP integration for vision AI tasks.

Multi-Agent Research Assistant MCP Server

FastMCP server offering weather and news lookup tools, demonstrating MCP integration with a LangGraph multi-agent research workflow.

planner-mcp

MCP server for Microsoft Planner Premium offering read-only access to Planner data through a secure browser automation worker, with fail-closed configuration and mock mode for safe testing.

soap-api-gateway

Converts SOAP WSDL services into a REST interface and provides MCP tools to describe, invoke, and manage SOAP operations with caching and WS-Security support.

WeatherMCP

An MCP server providing US National Weather Service data with tools to fetch weather alerts by state and forecasts by coordinates.

Optimized Memory Server

로컬 지식 그래프를 사용하여 클로드가 대화 전반에 걸쳐 사용자에 대한 정보를 기억할 수 있도록 하는 지속적인 메모리 구현.

KnowledgeGraph MCP Server

Provides LLMs with persistent memory across conversations using a knowledge graph that stores entities, relationships, and observations with support for PostgreSQL or SQLite backends.

symfony-php-mcp

A production-ready Model Context Protocol (MCP) server that bridges your Symfony/PHP project with LLMs such as Claude. It exposes tools that let the AI read your project's routes, services, Twig templates, and PHP source code.

Vercel MCP Server Template

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and getting weather data to demonstrate basic functionality and API integration patterns.

AllTrails MCP Server

A Model Context Protocol (MCP) server that provides access to publicly available AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude Desktop.

mcp-fas

Enables access to USDA Foreign Agricultural Service trade and global production data through MCP, supporting natural language queries and tool-based data retrieval.

MCProbe

A stdio MCP server that audits other MCP servers over the live protocol. It connects to any MCP target (stdio or HTTP), lints every tool's schema for agent-usability, then actually calls the tools with deliberately broken inputs to see how the server handles them, and returns a 0–100 conformance score with a per-dimension breakdown rendered as Markdown.

Malt MCP Server

Enables Claude (or any MCP client) to read and update your Malt.fr freelance profile, stats, and missions, using browser automation and internal REST API.

claude-mcp-server

Claude AI가 Paybyrd의 결제 처리 API와 상호 작용할 수 있도록 하여 결제 링크 생성, 환불 처리, 주문 정보 검색을 가능하게 하는 모델 컨텍스트 프로토콜 서버.

qwen-vision-mcp

Enables text-only models like Claude Code to recognize images by calling Qwen vision models from DashScope, returning text descriptions for continued reasoning.

@hanoak/unsplash-mcp-server

Production-ready Model Context Protocol (MCP) server for the Unsplash API — search photos, fetch details, and stay compliant with Unsplash attribution & download-tracking guidelines. Unofficial; not affiliated with or endorsed by Unsplash.

Laugh Tale

MCP server that checks for the presence of other Grand Line stack tools and reveals a fun surprise when all are installed.

GitHub Actions MCP

Connects AI assistants to GitHub Actions workflows to monitor CI/CD pipelines, view run logs, diagnose failures, and optionally trigger or manage workflows with granular permission controls.

LogicMCP Server

Enables traceable requirement discovery, technical alignment, and ISO-aligned process checking through deterministic MCP tools and resources, without requiring an embedded LLM.