Nottelabs

Notte (accessible at notte.cc) is a full-stack, open-source web-AI agent framework that enables developers to build, deploy, and manage intelligent agents capable of autonomously navigating and interacting with websites. Designed for sophisticated browser automation, Notte integrates large language model (LLM) capabilities with structured web perception and secure credential management to enable advanced task execution directly in the browser environment.

At its core, Notte provides a headless browser interface powered by the Chrome DevTools Protocol (CDP), allowing agents to operate with full control over browser sessions, cookies, network proxies, and authentication flows. One of its standout features is the “perception layer,” which reinterprets complex webpage layouts into clean, structured representations that an LLM can process more effectively. This abstraction reduces the interpretative burden on the model and facilitates faster, more reliable decision-making by the agent.

Developers can control Notte agents via natural-language commands or programmatic input, enabling both manual and autonomous workflows. Whether automating form submissions, scraping data, or navigating multi-step processes such as logging in or purchasing, Notte offers the tools to mimic and scale human-like web interactions. Additionally, it includes a “Secrets Vault” that ensures sensitive credentials such as logins or tokens are stored and managed securely, further enhancing trust and usability in production environments.

Notte is designed with performance in mind. Benchmark results published by its developers indicate it significantly outpaces competing solutions in terms of both speed and task success rate. It supports both local and cloud deployment, with the Python SDK (currently at version 1.5.7) requiring Python 3.11 or higher. The documentation includes installation instructions, code examples, API references, and screencasts to accelerate adoption for developers and data engineers.

Notte remains an actively maintained project, with continuous improvements in areas such as human-in-the-loop integration, CAPTCHA resolution, proxy tunneling, and advanced debugging support. It represents a modern and extensible approach to merging browser automation with artificial intelligence, targeting a wide array of use cases—from research automation and enterprise tooling to intelligent bots and data workflows.

Keywords: Notte, web AI agents, browser automation, LLM, headless browser, perception layer, CDP, web scraping, AI agent SDK, Python automation, open-source framework, secure credential storage, agent reasoning, session replay, autonomous web agents.