Automate a friend’s browser-heavy workday with a learning agent

A developer automated a friend’s three daily browser tasks from about eight hours to 20 minutes.

Difficulty
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Time to build
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Engagement
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What they did

He used a custom MCP server and a forked browser MCP with per-tab queues, and the agent saves workarounds between sessions.

How it went

He reports about 300 hours saved over two months.

Worth knowing

Check the site’s terms before automating it.

Builder recipe

Our own starting point, written from the source. Adapt it to your setup.

Stack

  • Browser MCP
  • A coding agent

Steps

  1. Write down the manual process step by step.
  2. Automate the deterministic parts with plain workflow steps or scripts.
  3. Use the model only where judgment is needed, with confidence checks.
  4. Add alerts and a human fallback.

Starter prompt

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