For the complete documentation index, see llms.txt. This page is also available as Markdown.

Unbrowse

Unbrowse is an open-source action layer for AI agents. The public surface is one task-shaped request: the agent supplies intent, optional URL/params/approval, and Unbrowse chooses the cheapest capable layer behind it.

Most web agents still pay the browser tax by default: open the page, wait for it to load, inspect the UI, click, and re-read state. Unbrowse learns the structured request path behind a site once, then reuses it, so the agent can act through the site's real APIs when that route exists. When a site genuinely needs a real browser session (cookies, sign-in, redirect handling), Unbrowse keeps that browser context in the loop.

Routes are a shared, maintained asset. Contributors can earn account credits when routes they keep useful are reused; those credits can be redeemed later when redemption becomes available. Unbrowse is open source, runs locally, and is a member of the NVIDIA Inception program.

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 filling the Unbrowse hole.

  • 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.

Research

Unbrowse is built on a published research trilogy. They are the canonical source for the concepts in these docs:

  • Internal APIs Are All You Need — the first-party routes already powering modern websites are the machine-native interface agents should try before they drive a browser. This is the route-discovery layer, not the whole current product surface.

  • Unbrowse Maintenance Network — a shared route graph only stays useful if freshness is maintained, witnessed, and economically accountable.

The full index and PDFs live at unbrowse.ai/papers.

Source and licensing scope is described in the Open Source Notice.

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