SerpScrap retrieves structured search results for SEO, research, and automation. It is available as a Python package, a CLI, a Docker application, and an MCP-compatible server. Results are JSON-compatible and preserve the source engine, rank, URL, title, snippets, result type, and typed failures.
☆273Aug 12, 2026Updated this week
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