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Claude Code logoClaude CodeLet an agent navigate sites and extract data

Browser-Use Web Research Agent

setuproll@setuproll
83.0Overall score

A browser automation agent that actually clicks, scrolls and reads pages to gather structured data from sites with no API. For researchers and growth folks who need real-time info pulled from the live web into a clean table.

83.0Score
1.0kVotes
5Components

Install this build

Export
terminal
pip install browser-use && python research.py

Components

Model

  • Claude Sonnet 4.6

Stack

  • Browser Use
  • Playwright
  • Pydantic schemas

MCP servers

  • playwright
  • filesystem

How it works

  • Describe the target sites and the fields you want
  • The agent navigates each page like a person would
  • Extracted rows are validated against a Pydantic schema
  • Clean results land in a CSV or database table

Rules

  • Respect robots.txt and per-site rate limits
  • Retry on layout changes, never invent missing fields

Summary

A browser automation agent that actually clicks, scrolls and reads pages to gather structured data from sites with no API. For researchers and growth folks who need real-time info pulled from the live web into a clean table.

83.0 score 1.0k votes

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