Discover Awesome MCP Servers

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.

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 - 此仓库包含对 Azure API Management 的 AI 功能的实验，集成了 Azure OpenAI、AI Foundry 等等 🚀

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.

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

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.

Nexus MCP Bridge for VSCode

镜子 (jìng zi)

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.

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.

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.

WAS GTM MCP

Manage Google Tag Manager from Claude Desktop, Cursor, or any MCP-compatible client using natural language. 19 tools cover the full GTM v2 API locally, with credentials kept on your machine.

sequential-reasoning-mcp

Enables MCP clients to offload sub-problems to fresh, isolated contexts via sampling, offering plan, think_aside, and run_plan tools for sequential reasoning without cluttering the main conversation with verbose intermediate steps.

MCP Server Basic Example

Demonstrates core MCP server functionality with basic arithmetic operations (addition and subtraction) and personalized greeting generation. Serves as an educational template implementing example tools and dynamic resources for MCP server development with Python.

GH_mcp_server

这是一个 MCP 服务器，它允许 LLM 直接与 Rhino 和 Grasshopper 交互。

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.

equivault-mcp

Official MCP server for EquiVault — AI-powered equity research for Claude. 38 tools covering company fundamentals, financials, ratios, screening, peer comparison, investment narrative, signals intelligence, alerts, briefs, portfolio analytics, insider transactions, and earnings quality. Tier-aware with upgrade prompts. Install: npx equivault-mcp.

ResearchStat AI

Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.

Intigriti MCP Server

A Model Context Protocol (MCP) server for interacting with the Intigriti bug bounty platform's Researcher API. It enables AI assistants to manage bug bounty programs, submissions, and research workflow.

anki-sync-mcp

A headless, sync-native Anki MCP sidecar that lets AI agents safely manage a real Anki collection without Anki Desktop or AnkiConnect, supporting sync with AnkiWeb or self-hosted servers.