Discover Awesome MCP Servers

outflow-mcp

An MCP (Model Context Protocol) server that exposes a live Outflow architecture graph of a repository as context for AI coding agents — Claude Code, Claude Desktop, or any other MCP-compatible client. Lets an agent ask "what does this file depend on", "what breaks if I change this", or "did my last batch of edits introduce a circular dependency" against your workspace's real, currently-live graph.

mcp-jenkins-intelligence

Enables natural language interfaces for complex Jenkins pipeline operations, including monitoring, analysis, and optimization through AI-powered conversations in VSCode and Cursor.

Remote MCP Server on Cloudflare (Authless)

A template for deploying an unauthenticated Model Context Protocol server on Cloudflare Workers using Server-Sent Events (SSE). It enables users to host remote MCP tools accessible via the Cloudflare AI Playground or local clients like Claude Desktop.

Photoshop MCP Server

Enables AI clients to control Adobe Photoshop on macOS through AppleScript using the Model Context Protocol.

@kedoupi/yapi-mcp

Enables AI tools to search, create, update, and manage YApi API interfaces, projects, and categories through natural language.

ADA Turbo

Provides a complete agency operating system with 20+ roles (strategy, creative, marketing, etc.) accessible via MCP and includes a Pixel Office visualizer for interactive simulation.

Anki MCP Server

An implementation that connects to locally running Anki, enabling card review and creation through API endpoints for searching, adding, and updating flashcards.

agentpack

FROM node:22-alpine RUN npm install -g agentpack-cli WORKDIR /workspace RUN agentpack init ENTRYPOINT ["agentpack", "mcp"]

vault-mcp-server

MCP server to query and modify an Obsidian vault or any folder of markdown files. It provides search, tag filtering, backlinks, and CRUD operations on notes, with path traversal protection.

originselect

Search ethical, origin-verified products and brands from 30+ countries. Find Canadian, sustainable, vegan, and cruelty-free alternatives with affiliate purchase links.

flipcoin

Enables browsing prediction markets, getting price quotes, trading, creating markets, and managing portfolios on the FlipCoin platform through natural language.

arxiv-mcp

Provides a clean interface for AI agents to search arXiv papers, fetch metadata, read full text, and download PDFs/source, with rate-limiting, on-disk caching, and session pinning to avoid duplicate fetches.

mcp-flutter-apk-injector

Enables Android APK reverse engineering and Flutter runtime injection through a six-step pipeline of decompile, analyze, synthesize, inject, patch, and repackage. Provides MCP tools for authorized security research and penetration testing.

Hyros MCP Server

Bridges Hyros attribution data to Claude via MCP tools, enabling real ROAS/revenue reconciliation by campaign and ad account.

rome-cli MCP server

Provides grounded chain facts and build patterns for Rome Protocol, enabling agents to access live registry data and SDK patterns read-only.

shadcn MCP Server

Enables AI assistants to discover, install, and generate code examples for shadcn/ui components, providing installation commands and usage examples for 37+ React UI components.

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APIM ❤️ AI - 이 리포지토리는 Azure API Management의 AI 기능에 대한 실험을 담고 있으며, Azure OpenAI, AI Foundry 등과 통합됩니다. 🚀

businessmap-mcp

Model Context Protocol server for BusinessMap (Kanbanize) integration. Provides comprehensive access to BusinessMap's project management features including workspaces, boards, cards, subtasks, parent-child relationships, outcomes, custom fields, and more.

Focus Timer AI MCP

Focus Timer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Phantom Secrets MCP Server

Enables AI coding tools to securely manage secrets via MCP tools for vault operations, diagnostics, and cloud sync, ensuring real keys never enter the LLM context.

Nexus MCP Bridge for VSCode

거울

script-runner

Remote MCP server that launches user-supplied scripts inside disposable Docker containers, returning task IDs for async tracking and bounded output tails.

Serper Search and Scrape MCP Server

Enables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.

FortiManager MCP Server

Enables AI assistants to interact with FortiManager for centralized firewall policy management, device provisioning, and network configuration through the FortiManager JSON-RPC API.

mcp-app-demo

An MCP App template for building interactive UIs on deco, providing tools, resources, and a React frontend.

webmcp-guard

Drop-in replacement for Playwright MCP that adds WebMCP support, exposing page-defined tools as gated webmcp:* tools with provenance tracking, schema-change warnings, and mandatory confirmation.

MasterMCP

A demonstration tool that showcases potential security attack vectors against Model Control Protocol, illustrating how malicious plugins can exploit weaknesses in MCP architecture.

GH_mcp_server

이것은 LLM이 Rhino 및 Grasshopper와 직접 상호 작용할 수 있도록 하는 MCP 서버입니다.

GDD (Giggly-Dazzling-Duckling)

AI-controlled browser farm — run N isolated Chromium instances with 36 MCP tools for device emulation, screenshots, network/geolocation simulation, and diagnostics. Cross-platform: Windows GUI + headed/headless on Linux/macOS.

Power BI MCP for Claude

MCP server for Microsoft Power BI and Fabric, enabling Claude to discover workspaces, semantic models, generate and execute DAX queries, and retrieve report metadata via device-code authentication.