Agency Swarm

Mastra is a comprehensive framework for building AI-powered applications and agents with a modern TypeScript stack. It provides all the necessary tools to go from early prototypes to production-ready applications. Mastra integrates with frontend and backend frameworks like React, Next.js, and Node, or can be deployed as a standalone server. It is designed to build, tune, and scale reliable AI products.

Skyvern automates browser-based workflows using LLMs and computer vision. It provides a Playwright-compatible SDK and a no-code workflow builder to automate manual workflows on any website. The system is resistant to website layout changes and can handle complex workflows involving multiple steps and decisions.

Atomic Agents is a lightweight and modular framework for building agentic AI pipelines and applications. It enables the creation of AI applications with single-purpose, reusable, and composable components. The framework emphasizes control and predictability of outcomes.

Browser Use is a Python library and cloud service that enables AI agents to control websites using natural language. It offers functionalities for extraction, automation, QA testing, and monitoring of browser tasks. The system stands out with undetectable browsers, purpose-built LLMs, and the ability to turn any website into an API endpoint.