webreaper

webreaper is a Web scraping & data collection skill for AI agents, published by alex-on-ai in the WebReaper repository on GitHub. Skillspace rates webreaper F (15/100) and the safety scan rated it unsafe; the rating is based on static analysis only.

Unsafe. This skill has patterns associated with malicious or dangerous behaviour. We do not recommend running it.

Scrape, crawl, or extract structured data from one or more URLs via the `webreaper` CLI. Outputs clean Markdown by default; JSON when a schema is given, or schema-free JSON when an LLM endpoint is configured (extract by natural-language prompt, no CSS selectors). Maps a site's URLs in one call. Handles JS-rendered pages and bot-protected sites (Cloudflare, DataDome, PerimeterX) via auto-escalating stealth. Use this skill whenever the user asks to: - scrape, crawl, or extract from a URL or site - get clean Markdown of a webpage (for further processing, not a summary) - pull specific fields from one or many pages (via a CSS schema, or by a natural-language prompt when an LLM endpoint is configured) - enumerate / discover URLs on a site - read a JS-rendered single-page app - scrape a site that's blocking direct requests Trigger phrases include: "scrape <site>", "crawl <site>", "extract <data> from <url>", "what's on <site>", "what pages does <site> have", "give me the markdown of <url>",…

Grade

F

Quality

15 / 100

Safety

Unsafe

GitHub stars

141

Unproven: rated by static analysis only, not yet compared head-to-head.

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