The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Ainative Browser MCP listing page.
AINative Browser Agent MCP Server. Gives AI agents browser automation capabilities — act on pages, extract structured data, validate content, run multi-step tasks, and enrich agent memory from the web.
Auto-detects ZeroLocal (localhost:8000) or AINative Cloud.
Or install globally:
| Tool | Description | Credits |
|---|---|---|
browser_act | Perform an action on a web page (click, type, navigate) | 50 |
browser_extract | Extract structured data from a page | 75 |
browser_validate | Validate content or state on a page | 25 |
browser_task | Run a multi-step automation task | 200 |
browser_extract_to_table | Extract data and store in ZeroDB table | 100 |
browser_enrich_memory | Extract content and store in agent memory | 100 |
Set one of the following:
Get your API key from ainative.studio/dashboard.
The server auto-detects ZeroLocal running on localhost:8000. If ZeroLocal is running, it is used automatically — no configuration needed. Otherwise it falls back to AINative Cloud.
To run ZeroLocal:
Extract product data:
Perform an action:
Store page content in agent memory: