{"adoption": {"forks": 704, "observed_at": "2026-08-28T04:09:14.145824+00:00", "stars": 5279}, "canonical_url": "https://ross.abutalabs.com/products/funnywolf-viper", "card": {"archived": false, "artifact_type": "application", "description": "Adversary simulation and Red teaming platform with AI", "domain": ["security", "penetration-testing", "large-language-models", "developer-tools"], "enriched": true, "function": ["security", "agent-framework", "mcp", "llm-inference", "plugin-system", "workflow-automation", "monitoring"], "health_score": 89, "homepage": "https://www.viperrtp.com", "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["FunnyWolf/Viper"], "name": "FunnyWolf/Viper", "platform": ["self-hosted", "windows", "python"], "pushed_at": "2026-05-31T08:45:04+00:00", "repo": "FunnyWolf/Viper", "stars": 5279, "tags": ["red-team", "adversary-simulation", "c2", "post-exploitation", "mitre-attack", "cobalt-strike-alternative", "metasploit", "offensive-security", "llm-agent", "mcp-server", "ai-agents", "docker", "web-server", "linux", "macos"], "topics": ["metasploit-framework", "post-exploitation", "redteam", "cobalt-strike", "viper", "red-team-tools", "agent", "ai", "llm", "mcp-server"], "urls": [], "use_cases": ["run red team operations with a visual C2 interface", "simulate adversary attacks across MITRE ATT&CK phases", "automate post-exploitation workflows with an LLM agent", "control nmap and nuclei via natural language through MCP", "collaborate as a red team with multi-user roles and logging", "monitor target state 24/7 with automated orchestration", "find a free alternative to Cobalt Strike"], "what_it_is": "VIPER is a self-hosted red teaming and adversary simulation platform with a web UI, 100+ post-exploitation modules covering MITRE ATT&CK, and multi-platform implants for Windows, Linux, macOS, and Android. It integrates LLM agents and an MCP server for AI-driven automation and natural-language control of security tools like nmap and nuclei.", "when_to_avoid": ["you need a formally licensed or audited commercial tool for compliance reasons", "the project has no explicit open-source license, limiting legal reuse", "you only need defensive security or vulnerability scanning rather than offense", "you require guaranteed vendor support like paid C2 platforms provide"], "when_to_choose": ["you need a free, self-hosted C2/red team platform with a GUI", "you want AI-assisted automation in offensive operations", "you need cross-platform implants and 100+ post-exploitation modules", "you want Python-extensible modules and team collaboration features"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/funnywolf-viper", "repo": "FunnyWolf/Viper", "role": "main", "score": 85}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:14.145824+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:59:17.326975+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "82367fb919570f418720ba14d4de8f8fe28eec3749424322ba70804addff4230", "fetched_at": "2026-08-28T04:09:14.145824+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FunnyWolf/Viper"}, {"content_hash": "23bdf546b7fa65af0e9e89b8e2e98eded64e5ef949540c47a9fe702a087f150f", "fetched_at": "2026-08-29T08:54:28.921324+00:00", "kind": "homepage", "missing": false, "url": "https://www.viperrtp.com"}, {"content_hash": "1ec191051c6b39c8c12a77badb2006c32cac0643a2e50fe48bc2c00c2022b292", "fetched_at": "2026-08-29T08:54:28.924039+00:00", "kind": "site_page", "missing": false, "url": "https://www.viperrtp.com/guide/welcome_to_viper"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 85, "longevity": 100, "rhythm": 77}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2287, "days_push": 94, "days_rel": 155, "gap_med": 23, "n_releases_24m": 14}, "score": 85, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}