{"repo":"cyberark/agentwatch","free":true,"listed":false,"github":"https://github.com/cyberark/agentwatch","clone":"git clone https://github.com/cyberark/agentwatch.git","description":"A powerful AI observability framework that provides comprehensive insights into agent interactions across platforms, enabling developers to monitor, analyze, and optimize AI-driven applications with minimal integration effort.","language":"Python","stars":124,"topics":["agent","ai","cybersecurity","large-language-models","llm","machine-learning","monitoring","observability","security","agentic"],"license":"Apache-2.0","category":"analytics","readme_excerpt":"agentwatch Platform-Agnostic Agentic AI Runtime Observability Framework 🌟 Overview agentwatch is a cutting-edge observability framework designed to provide deep insights into AI agent interactions across diverse platforms and frameworks. By seamlessly intercepting, logging, and analyzing interactions, agentwatch empowers developers to understand and optimize their AI-driven applications with unprecedented visibility. ✨ Key Features - A One-liner Observability Framework : Get instant insights with just a single import - Comprehensive Interaction Tracking : Monitor LLM and tool calls in real-time - Advanced Visualization : Generate intuitive graphs for in-depth analysis - Detailed Metadata Capture : Log tool inputs, arguments, and performance metrics - Multi-Framework Support : Compatible with various AI development frameworks - MCP Support : Tracks tool calls over remote MCP servers (HTTP/SSE only atm) 🚀 Supported Frameworks - Langgraph - Autogen - ... - Any other framework or library which uses an LLM :D We're working on updating our models to match the various providers - stay tuned! 📦 Prerequisites To ensure compatibility with agentwatch, your application must be written in Python. The visualization UI will be built locally on your endpoint using npm, so make sure you have the following installed: - Python 3.11+ - npm 🔧 Installation Install agentwatch directly from GitHub: 🖥️ Quick Start 1. Import agentwatch in your main module: 2. Ensure your entry point is within a m","default_branch":null,"files":null,"tree":[],"storefront":"/r/cyberark","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cyberark/agentwatch/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}