{"adoption": {"forks": 739, "observed_at": "2026-08-28T04:09:45.454835+00:00", "stars": 6584}, "canonical_url": "https://ross.abutalabs.com/products/awesome-gpt-agents", "card": {"archived": false, "artifact_type": "learning-resource", "description": "A curated list of GPT agents for cybersecurity", "domain": ["security", "artificial-intelligence", "awesome-lists"], "enriched": true, "function": ["agent-framework", "security", "developer-tools"], "health_score": 20, "homepage": null, "language": null, "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["fr0gger/Awesome-GPT-Agents"], "name": "fr0gger/Awesome-GPT-Agents", "platform": ["cloud"], "pushed_at": "2024-07-21T17:56:50+00:00", "repo": "fr0gger/Awesome-GPT-Agents", "stars": 6584, "tags": ["awesome-list", "gpt-agents", "llm", "curated-list", "pentesting", "threat-intelligence", "ai-agents", "web-server"], "topics": ["agents", "cybersecurity", "infosec", "llm"], "urls": [], "use_cases": ["find GPT agents for cybersecurity tasks", "discover LLM assistants for pentesting guidance", "look up threat intelligence chatbots", "find GPTs for vulnerability and CVE research", "browse curated AI agents for infosec", "find malware evasion knowledge assistants"], "what_it_is": "A curated, community-driven list of GPT agents focused on cybersecurity, covering both offensive and defensive use cases. It catalogs links to specialized GPTs for pentesting guidance, threat intelligence, vulnerability analysis, and malware evasion research.", "when_to_avoid": ["you need runnable open-source code rather than links to hosted GPTs", "you need a production-grade security tool with guarantees", "you require offline or self-hosted agents"], "when_to_choose": ["you want a curated directory of cybersecurity-focused GPT agents", "you are exploring how LLMs are applied to offensive and defensive security", "you want community-maintained recommendations for security AI assistants"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-gpt-agents", "repo": "fr0gger/Awesome-GPT-Agents", "role": "main", "score": 27}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:45.454835+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:43:35.364114+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bcda62c5ab6271af2b241e80b174a24f6f2144594b25fa601094fb378b11c1ba", "fetched_at": "2026-08-28T04:09:45.454835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/fr0gger/Awesome-GPT-Agents"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 73, "rhythm": 35}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1027, "days_push": 773, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 27, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}