{"data":{"slug":"msoedov-agentic-security","name":"agentic_security","tagline":"Agentic LLM Vulnerability Scanner / AI red teaming kit","github_url":"https://github.com/msoedov/agentic_security","owner":"msoedov","repo":"agentic_security","owner_avatar_url":"https://avatars.githubusercontent.com/u/1958116?v=4","primary_language":"Python","stars":1943,"forks":270,"topics":["agent-framework","agent-security","ai-red-team","llm-evaluation","llm-evaluation-framework","llm-fuzzer","llm-fuzzer-aggregator","llm-fuzzing","llm-guardrails","llm-jailbreaks","llm-scanner","llm-security","llm-vulnerabilities","prompt-testing"],"archived":false,"github_pushed_at":"2026-06-23T07:20:13+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/msoedov-agentic-security","markdown_url":"https://www.graphcanon.com/tools/msoedov-agentic-security.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/msoedov-agentic-security","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=msoedov-agentic-security","description":"Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪","homepage_url":"https://agentic-security.vercel.app","license":"Apache-2.0","open_issues":70,"watchers":24,"ai_summary":"A Python-based toolkit for security assessment and automated evaluation of vulnerabilities in large language models using agent frameworks and fuzz testing.","readme_excerpt":"## 📦 Installation\n\nTo get started with Agentic Security, simply install the package using pip:\n\n```shell\npip install agentic_security\n```\n\n---\n\n## ⛓️ Quick Start\n\n```shell\nagentic_security\n\n2024-04-13 13:21:31.157 | INFO     | agentic_security.probe_data.data:load_local_csv:273 - Found 1 CSV files\n2024-04-13 13:21:31.157 | INFO     | agentic_security.probe_data.data:load_local_csv:274 - CSV files: ['prompts.csv']\nINFO:     Started server process [18524]\nINFO:     Waiting for application startup.\nINFO:     Application startup complete.\nINFO:     Uvicorn running on http://0.0.0.0:8718 (Press CTRL+C to quit)\n```\n\n```shell\npython -m agentic_security\n\n---\n\n## License\n\nAgentic Security is released under the Apache License v2.","github_created_at":"2024-04-11T17:18:54+00:00","created_at":"2026-07-11T11:59:19.604653+00:00","updated_at":"2026-07-28T12:00:31.104858+00:00","categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"agent-framework","name":"agent-framework"},{"slug":"fuzzing","name":"fuzzing"},{"slug":"llm-evaluation","name":"llm-evaluation"},{"slug":"red-teaming","name":"red-teaming"},{"slug":"security-assessment","name":"security-assessment"}],"trust":{"provenance":{"is_fork":false,"github_id":785334631,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-28T12:00:29.807Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":1,"days_since_push":35,"last_release_at":"2026-06-03T12:14:04Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:59:21.067Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-28T12:00:30.260Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-07-28T12:00:30.260Z","managed_saas":false},"has_cli":{"value":true,"source":"pyproject.toml:[project.scripts]","observed_at":"2026-07-28T12:00:30.260Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-28T12:00:30.260Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-07-28T12:00:30.260Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-28T12:00:30.260Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities.","Organizations want comprehensive red teaming capabilities within LLM environments."],"when_not_to_use":["Teams require solutions that do not involve agent frameworks for vulnerability scanning.","Projects seek a no-fuzz-testing approach for evaluating LLM security."],"source":"enrich:decision_facts","observed_at":"2026-07-17T08:15:22.585Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Agentic Security is an agent-based framework for scanning vulnerabilities in large language models with a Python-based toolkit for robust security assessments via fuzz testing."},{"label":"License detail","value":"Apache-2.0 - Permissive license encouraging free use and modification under the condition of preserving notices."}]}}