# Unbrowse Unbrowse is an API-native browser for AI agents. It lets an agent reach the data and actions behind a website without driving the website's visible interface every time. Most AI agents use the web the way a tired human would: open the page, wait for it to load, click through menus, fight popups, fill forms, wait again. Unbrowse learns the structured request path behind a site once, then reuses it. When a site genuinely needs a real browser session (cookies, sign-in, redirect handling), Unbrowse keeps that browser context in the loop. Same permissions, less ceremony. This documentation is organised by who is reading it. * **Start Here** explains what Unbrowse is in plain language, no background assumed. * **For Agents** is the operating model for an AI agent calling Unbrowse. * **For Developers** is how to integrate it in code. * **Concepts** is the conceptual model behind the system, drawn from the published papers. * **For Investors** is the wedge, the moat, and where to read the research. The two papers this documentation draws from: * [Internal APIs Are All You Need](https://arxiv.org/abs/2604.00694) on shared route discovery and the case against browser-first agent architectures. * The Unbrowse Maintenance Network paper on trust, accountability, and optional bonding in a shared route graph. Source and licensing scope is described in the [Open Source Notice](/reference/open-source-notice.md). --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.unbrowse.ai/readme.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.