Unbrowse is a tool that significantly speeds up web interactions for AI agents by bypassing traditional browser automation. When agents automate tasks like checking prices or placing trades, they often rely on a full headless browser, which can take 10-45 seconds per action. In contrast, Unbrowse captures the internal API calls of websites, allowing agents to complete those same tasks in about 200 milliseconds. For example, a task that takes 12 seconds through browser automation can be done in just 2 seconds with direct API calls. This shift not only improves speed but also reliability, as browser automation has a failure rate of 15-30%, whereas Unbrowse boasts a reliability of over 95%. The process involves three main steps: capturing network traffic from a single browsing session, extracting the real API endpoints, and generating a reusable API skill for the agent. Once the agent learns how to interact with a website’s API, it can perform actions like placing trades or submitting forms without needing to open a browser again. This method promotes efficiency, as each agent builds a library of skills that can be shared across other agents using the OpenClaw framework. The article highlights a significant problem with current web access approaches: while official APIs exist, they cover only about 1% of websites, and browser automation is slow and resource-intensive. Unbrowse aims to unlock the vast majority of the web by leveraging the APIs that already exist but are hidden from conventional browsing.