Open-source Python library for SEO and SEM workflows, including crawling with Scrapy, robots.txt and sitemap parsing, SERP APIs, log file parsing and text analysis.
SerpScrap
Open-source tool that retrieves structured search results for SEO and research, available as a Python package, CLI, Docker image and MCP-compatible server. Results preserve source engine, rank, URL, title, snippet and result type.
What it is
Open-source tool that retrieves structured search results for SEO and research, available as a Python package, CLI, Docker image and MCP-compatible server. Results preserve source engine, rank, URL, title, snippet and result type.
It sits in the serp api category, and also covers free utility., and has been around since 2017. A public API is available for pulling data into your own reporting. The vendor also ships an MCP server, so the data can be queried directly from an AI assistant.
Alternatives & neighbours
9 tools sharing at least one category with SerpScrap.
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