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How to run a multi-step web workflow in one agent call with Bladebro

Batch browser actions and branch on page state without a round trip per step.

Authorization notice. Bladebro is dual-use. Only use it on software, sites and systems you own or have explicit permission to test.

Credentials. A workflow that submits forms or account changes runs without a human check between steps, so review the steps before letting the agent run them.

Who it is forAn operations person who repeats the same multi-step web task, such as filling a form or checking a set of pages.

The problemDriving each click and field entry as a separate agent call is slow and burns tokens on every step.

The outcomeThe agent runs the whole sequence in one batch or run call and reports what changed on the page.

What you need first

  • Node.js 14 or newer for the npm install
  • Chrome or Chromium installed on the machine
  • An MCP-capable AI agent or client to connect to the bladebro mcp server

Steps

  1. Run npm install -g bladebro.
  2. Install Chrome or Chromium on the machine.
  3. Run bladebro mcp and connect it to your AI agent.
  4. Ask the agent to use act batch for fixed steps, or run when the workflow needs if or while logic.

Prompt for your agent

Use the bladebro MCP server to complete the workflow described in <workflow description> on <site URL> using act batch or run. Return the final page state and the list of actions taken. Verify the outcome verdict for each step before reporting success.

Caveat. If a call is cancelled, a browser action may still finish, so check the destination page before repeating a mutating step.

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