Discover Awesome MCP Servers

Stock Market Research Assistant

So I tried out this cool tool I saw in a LinkedIn post https://openapitools.com All you need is your API schema (OpenAPI/Swagger), and it automatically generates an MCP schema for you. You can then drop it straight into Claude Desktop (or Cursor, LangChain, etc.) and instantly start chatting with

BYOB MCP Server

Enables AI agents to dynamically discover and invoke containerized tools that can be registered at runtime without redeployment. Built on Cloudflare Workers with scale-to-zero containers for secure, isolated tool execution.

GSAP-Animation-Generate

A comprehensive GSAP animation generation tool that offers AI-driven intent analysis, full API coverage, and production-ready animation modes, helping developers quickly create high-performance animations.

Composer Package README MCP Server

Enables AI assistants to fetch README content, package metadata, dependencies, and search Composer/PHP packages from Packagist with smart caching and GitHub integration.

HA Vibecode Agent

An MCP server and Home Assistant add-on that enables AI assistants to manage smart homes by creating automations, designing dashboards, and interacting with entities. It features native access to Home Assistant APIs, built-in Git versioning for safe rollbacks, and full management of HACS integrations.

MCP Agent TypeScript Port

Một triển khai TypeScript của framework MCP Agent, cung cấp các công cụ để xây dựng các agent nhận biết ngữ cảnh với khả năng quản lý quy trình làm việc, ghi nhật ký và thực thi nâng cao.

AI Picture MCP Server

An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide AI-powered image generation optimized for web design workflows. It enables users to generate high-quality web assets like hero images and product mockups using natural language prompts.

Kali MCP Server

Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra in a secure, sandboxed environment. Provides both MCP and HTTP API interfaces for penetration testing and security assessment tasks.

JIRA Zephyr MCP Server

Enables comprehensive test management with JIRA's Zephyr system, allowing users to create and manage test plans, execute test cycles, track progress, and generate reports through natural language.

GitLab MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép tương tác với các tài khoản GitLab để quản lý kho lưu trữ, yêu cầu hợp nhất, đánh giá mã và quy trình CI/CD thông qua ngôn ngữ tự nhiên.

CPPCon MCP Server

An MCP server that enables users to compile C++ code and retrieve assembly output through the Compiler Explorer (godbolt.org) API. It supports standard tool calls and Server-Sent Events for streaming compilation status and results.

YouTube Transcript Extractor MCP

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép các trợ lý AI trích xuất bản ghi từ video YouTube, cho phép AI phân tích và làm việc trực tiếp với nội dung video.

LeaveManager

A Model Context Protocol server that enables users to manage employee leave through natural language. It provides tools to check leave balances, apply for leave, and view leave history via Claude integration.

GitLab Docs MCP Server

Provides AI assistants instant access to GitLab's official documentation with intelligent search, section filtering, and full content retrieval across 2,494 documentation pages including CI/CD, API, admin, and development guides.

Semantic Scholar MCP Server

Provides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.

Ureanl-Blender-MCP

Unreal-Blender MCP là một máy chủ thống nhất để điều khiển cả Blender và Unreal Engine thông qua các tác nhân AI bằng cách sử dụng phương pháp MCP (Giao thức Điều khiển Máy).

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.

MCP Template

A generic template for developing MCP servers with basic examples including echo tool, server info resource, and greeting prompt. Provides a starting point for building custom MCP servers with Bun.

MCP Server

A modular server based on Model Context Protocol (MCP) that provides weather queries, mathematical calculations, and search functionalities.

AnyCrawl MCP Server

Enables web scraping and crawling capabilities for LLM clients, supporting single-page scraping, multi-page website crawling, and web search with multiple engines (Playwright, Cheerio, Puppeteer) and flexible output formats including markdown, HTML, text, and screenshots.

VibeDefender MCP Server

Provides security assessment methodology, tool documentation, and step-by-step workflows to guide AI agents through vulnerability scanning, static analysis, and penetration testing of applications and URLs.

RedNote MCP

A server that enables access to Xiaohongshu (Little Red Book) content, allowing users to search for notes and retrieve content via URLs with authentication management and cookie persistence.

Foundry MCP Server

Một máy chủ MCP thử nghiệm cho Foundry được xây dựng cho các nhà phát triển Solidity.

RGB Lightning Network MCP Server

Enables AI assistants to interact with RGB assets, Lightning Network operations, and Bitcoin transactions through RGB Lightning Node APIs. Supports asset management, invoice creation/payment, channel management, on-chain transactions, and asset swaps.

Jokes MCP Server

An MCP server that delivers jokes on request, allowing Microsoft Copilot Studio and GitHub Copilot to serve different categories of jokes including Chuck Norris and Dad jokes through natural language queries.

SnapBack MCP Server

Enables AI-powered code safety analysis including risk detection, secret scanning, dependency checking, and code snapshot management. Works offline for basic features with optional cloud integration for advanced ML analysis and team collaboration.

Adjust Reporting Server

Máy chủ MCP giao tiếp với Adjust API, cho phép bạn truy vấn các báo cáo phân tích trên thiết bị di động, số liệu và dữ liệu hiệu suất bằng ngôn ngữ tự nhiên từ bất kỳ ứng dụng khách MCP nào như Cursor hoặc Claude Desktop.

octodet-elasticsearch-mcp

Read/write Elasticsearch mcp server with many tools

actors-mcp-server

Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more