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Replace brittle browser work with a queryable data layer.
Browser agents are useful for many workflows, but local business data should be a stable tool call when the user needs repeatable lists, filters, and usage limits.
Browser scraping
- Fragile selectors and UI changes
- Harder to dedupe and normalize records
- Runs depend on browser state
- Agents spend context on navigation instead of decisions
Local Source
- REST and MCP tools with stable inputs
- Stored normalized profiles with structured fields
- Plan-aware returned-record and rate limits
- Agents get structured results immediately