{"adoption": {"forks": 481, "observed_at": "2026-08-28T04:07:46.534077+00:00", "stars": 3160}, "canonical_url": "https://ross.abutalabs.com/products/paramspider", "card": {"archived": false, "artifact_type": "cli-tool", "description": " Mining URLs from dark corners of Web Archives for bug hunting/fuzzing/further probing ", "domain": ["security", "osint", "crawlers"], "enriched": true, "function": ["web-scraping", "search-engine", "cli", "developer-tools"], "health_score": 65, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["devanshbatham/ParamSpider"], "name": "devanshbatham/ParamSpider", "platform": ["python", "cli", "windows"], "pushed_at": "2026-03-07T16:16:48+00:00", "repo": "devanshbatham/ParamSpider", "stars": 3160, "tags": ["bug-bounty", "wayback-machine", "url-discovery", "fuzzing", "recon", "parameter-discovery", "command-line", "linux", "macos"], "topics": ["parameter-finder", "parameter", "bugbounty", "content-discovery", "osint", "fuzzing", "urls-parameters"], "urls": [], "use_cases": ["find hidden urls for a domain from web archives", "discover parameters for bug bounty recon", "collect urls to fuzz with ffuf", "enumerate archived endpoints for a domain list", "osint url discovery for a target"], "what_it_is": "ParamSpider is a Python CLI tool that mines URLs for a domain or list of domains from web archives (Wayback Machine), filtering out uninteresting URLs. It supports proxies and placeholder injection for parameter values, aimed at bug bounty recon and fuzzing workflows.", "when_to_avoid": ["you need live crawling of a site's current pages rather than archived URLs", "you need a GUI or non-CLI workflow", "you want vulnerability scanning rather than URL discovery"], "when_to_choose": ["you need historical/archived URLs for a target domain without actively crawling it", "you want parameterized URLs with a FUZZ placeholder for fuzzing tools", "you're doing bug bounty or security reconnaissance"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/paramspider", "repo": "devanshbatham/ParamSpider", "role": "main", "score": 55}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:46.534077+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:25:15.672698+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5b56a405049500a0f433ec3cfa9b75611c69a8aa50277d63828a89c9ecd0c48f", "fetched_at": "2026-08-28T04:07:46.534077+00:00", "kind": "readme", "missing": false, "url": "https://github.com/devanshbatham/ParamSpider"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 71, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2334, "days_push": 179, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 55, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}