MCP Servers

This repository provides learning materials for the Panaversity Certified Agentic & Robotic AI Engineer program, covering AI-201 and AI-202 courses focused on building conversational and autonomous AI agents.

**Option 1 (Focus on integration):** Open Source MCP integration library for AI apps. (Klavis AI) **Option 2 (Focus on context):** Klavis AI's Open Source MCP: Context management for AI application

**Concise Descriptions:** * **Browser MCP: AI-driven browser control server. Model Context Provider.** (60 chars) * **MCP server for AI browser automation. Provides model context.** (55 chars) * **AI

This repository provides a quick start guide for Model Context Protocol (MCP) programming, focusing on building MCP servers with tools for large language models. It uses Python and the `uv` package manager.

Open Source TypeScript AI Agent Framework

Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detec

**Option 1 (Focus on containers):** Containerized MCP servers. Deploy & scale MCP easily. **Option 2 (Focus on scalability):** Scalable MCP: Containerized servers for easy deployment & management.

This repository provides a server implementing the Model Context Protocol (MCP) with cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand, enabling LLMs to interact with web pages and external data.

extendable code review and QA agent 🚢

This repository provides a curated list of Model Context Protocol (MCP) servers, offering reference implementations for various services like file systems, Git repositories, databases, Slack, Sentry, and more.

The MCP Java SDK provides tools for Java applications to interact with AI models using the Model Context Protocol, offering standardized communication and Spring Boot integration for client and server applications.

MCP server chart: Generates visual charts (25+) using @antvis. Model context visualization.

The Exa MCP server enables AI assistants like Claude to perform web searches using the Exa AI Search API, providing structured results and real-time web crawling in a safe, controlled environment.

AbletonMCP integrates Ableton Live with Claude AI via the Model Context Protocol, enabling AI-powered music production, track manipulation, and session control through two-way communication and a socket-based server.

A comprehensive, intelligent, easy-to-use, and lightweight AI Infrastructure Vulnerability Assessment and MCP Server Security Analysis Tool.