{"adoption": {"forks": 355, "observed_at": "2026-08-28T04:07:50.568675+00:00", "stars": 3245}, "canonical_url": "https://ross.abutalabs.com/products/cyberscraper-2077", "card": {"archived": false, "artifact_type": "application", "description": "A Powerful web scraper powered by LLM | OpenAI, Gemini & Ollama", "domain": ["crawlers", "artificial-intelligence", "large-language-models", "data-science"], "enriched": true, "function": ["web-scraping", "llm-inference", "gui", "caching", "data-science"], "health_score": 79, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["itsOwen/CyberScraper-2077"], "name": "itsOwen/CyberScraper-2077", "platform": ["python", "cross-platform", "self-hosted"], "pushed_at": "2026-08-20T10:26:04+00:00", "repo": "itsOwen/CyberScraper-2077", "stars": 3245, "tags": ["ai-powered-scraping", "streamlit", "openai", "gemini", "ollama", "tor-support", "stealth-scraping", "data-export", "automation"], "topics": ["ai-scraping", "llm", "openai", "scraper", "webscraping", "gemini-api", "llm-scraper", "web-scraper"], "urls": [], "use_cases": ["scrape websites using an llm", "extract structured data from web pages with ai", "scrape onion sites through tor", "export scraped data to csv or excel", "run a local llm web scraper with ollama", "scrape websites without getting blocked as a bot"], "what_it_is": "CyberScraper 2077 is an AI-powered web scraping application with a Streamlit GUI that uses OpenAI, Gemini, or local Ollama models to intelligently extract and structure web data. It supports exporting to JSON, CSV, HTML, SQL, and Excel, with stealth mode, Tor support for .onion sites, and async operations.", "when_to_avoid": ["you need a lightweight headless scraper for CI pipelines", "you want a pure library to embed in your own Python code", "you need massive-scale distributed crawling", "you cannot rely on external LLM APIs and lack hardware for local models"], "when_to_choose": ["you want natural-language-driven scraping without writing selectors", "you need multiple export formats like JSON, CSV, SQL, or Excel", "you want to scrape .onion sites via Tor with a GUI", "you prefer using local models via Ollama for privacy"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/cyberscraper-2077", "repo": "itsOwen/CyberScraper-2077", "role": "main", "score": 67}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:50.568675+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:24:28.779935+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fc8ba3dc8080ea7c2408c3f0ec22bbcaee0fb7d7327bd16474447106ce16ac39", "fetched_at": "2026-08-28T04:07:50.568675+00:00", "kind": "readme", "missing": false, "url": "https://github.com/itsOwen/CyberScraper-2077"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 98, "longevity": 53, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 746, "days_push": 13, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 67, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}