The offensive security framework for AI agent infrastructure - recon, credential looting, model exfiltration, poisoning, and attack-path analysis across MCP, A2A, gateways, and AI services. BloodHound for the agentic stack.
adithyan-ak/agenthound має індекс здоров’я 62 зі 100, що відповідає смузі «Помірний». Найвищий показник — AI Readiness (85/100), найнижчий — Community & Adoption (33/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 6.2/36 | Ритм комітів — 9/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 228 комітів за останній рік |
| 0/10 | OpenSSF Scorecard: Maintained — немає даних |
| commits_last_year | 228 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
| 27/27 | Випускає релізи — опубліковано 6 релізів |
| 36/36 | Свіжість релізів — останній реліз 1 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~8,4 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 6 |
| latest_release_tag | v0.9.0 |
| releases_from_tags | ні |
| days_since_latest_release | 1 |
| mean_days_between_releases | 8,4 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 0/60 | Зірки — 1 зірок |
| 0/25 | Форки — 0 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 0.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 97% комітів |
| 2.7/13.5 | Широта контриб’юторів — 2 контриб’юторів |
| 0/10 | OpenSSF Scorecard: Contributors — немає даних |
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,974 |
| 0/46.8 | Вирішення issue — закрито 0% issue |
| 26.8/38.3 | Прийняття PR — злито 56/80 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — немає даних |
| merged_prs | 56 |
| open_issues | 6 |
| closed_issues | 0 |
| issue_closed_ratio | 0 |
| closed_unmerged_prs | 24 |
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 16.4/25 | Охоплення власника — 187 підписників у adithyan-ak |
| 23.4/25 | Послужний список — 36 публічних репозиторіїв, вік облікового запису ~8 р. |
| followers | 187 |
| owner_type | User |
| is_verified | — |
| owner_login | adithyan-ak |
| public_repos | 36 |
| account_age_days | 3 147 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 5 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — .golangci.yml, eslint.config.js |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — немає даних |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | ні |
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://agenthound.io |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 14 тем |
| 0/10 | Wiki |
| topics | a2a, agentic-ai, ai-agents, ai-security, attack-paths, bloodhound, llm-security, mcp, model-context-protocol, neo4j, offensive-security, pentesting, red-team, security-tools |
| has_wiki | ні |
| homepage | https://agenthound.io |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
| 30/30 | Політика безпеки (SECURITY.md) |
| 25/25 | Конфігурація Dependabot |
| 25/25 | Файли фіксації залежностей — go.sum, package-lock.json |
| 0/20 | Процес CodeQL |
| source | file_signals |
| lockfiles | go.sum, package-lock.json |
| manifests | docs/requirements.txt, go.mod |
| has_codeql_workflow | ні |
| has_security_policy | так |
| has_dependabot_config | так |
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
| 45/45 | Інструкції для агентів — CLAUDE.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 6 361 |
| 18/18 | Розгортання однією командою — Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — .golangci.yml, eslint.config.js |
| 11/11 | Статична перевірка типів — server/ui/tsconfig.json |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — немає даних |
| has_nix | ні |
| has_tests | так |
| lockfiles | go.sum, package-lock.json |
| has_dockerfile | так |
| typed_language | так |
| bootstrap_files | Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | server/ui/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 45/45 | Типізований код — Go (статично типізована) |
| 55/55 | Керовані розміри файлів — 0/641 файлів вихідного коду понад 60 КБ |
| primary_language | Go |
| largest_source_bytes | 57 779 |
| source_files_sampled | 641 |
| oversized_source_files | 0 |
| 40/40 | Схема API (OpenAPI/GraphQL/proto) — server/internal/api/handlers/openapi.yaml |
| 20/20 | Сервер MCP |
| 0/40 | Придатні до запуску приклади |
| example_dirs | — |
| has_mcp_signal | так |
| api_schema_files | server/internal/api/handlers/openapi.yaml |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| Go | github.com/go-chi/chi/v5 | v5.3.0 | go.mod |
| Go | github.com/go-chi/cors | v1.2.2 | go.mod |
| Go | github.com/go-jose/go-jose/v4 | v4.1.4 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/jackc/pgx/v5 | v5.10.0 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | go.mod |
| Go | github.com/neo4j/neo4j-go-driver/v5 | v5.28.4 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/spf13/pflag | v1.0.10 | go.mod |
| Go | golang.org/x/sys | v0.46.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
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"linter_configs": [
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"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
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"security_signals": {
"lockfiles": [
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"scorecard": null,
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"disabled_metrics": [],
"disabled_categories": [],
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"detail": "1 stars",
"points": 0,
"status": "missed",
"details": [
{
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}
}
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"max_points": 60
},
{
"key": "forks",
"name": "Forks",
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"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
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],
"max_points": 25
},
{
"key": "watchers",
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"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
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"details": [],
"max_points": 22.5
},
{
"key": "license",
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"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
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{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
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"max_points": 22.5
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{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
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{
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"points": 0,
"status": "missed",
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{
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"name": "PR template",
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"points": 0,
"status": "missed",
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
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"weight": 0.24,
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},
"components": [
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"status": "partial",
"details": [
{
"code": "bus_factor",
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}
}
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"max_points": 54
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{
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"status": "partial",
"details": [
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"code": "top_contributor_share",
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}
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{
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
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"points": 0,
"status": "excluded",
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"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
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"notes": [],
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"inputs": {
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"issue_closed_ratio": 0,
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},
"components": [
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{
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"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
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"points": 0,
"status": "excluded",
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"code": "no_data",
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"max_points": 15
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]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
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"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "adithyan-ak",
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"account_age_days": 3147
},
"components": [
{
"key": "ownership_backing",
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"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
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"detail": "187 followers of adithyan-ak",
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"status": "partial",
"details": [
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"code": "owner_followers",
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
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"points": 23.4,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 36
}
},
{
"code": "account_age_years",
"params": {
"years": 8
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
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"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
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"notes": [],
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"inputs": {
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},
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"code": "ci_workflows",
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}
],
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{
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],
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},
{
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},
{
"key": "editorconfig",
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"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
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"agentic-ai",
"ai-agents",
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"attack-paths",
"bloodhound",
"llm-security",
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"model-context-protocol",
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"offensive-security",
"pentesting",
"red-team",
"security-tools"
],
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},
"components": [
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},
{
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{
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},
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},
{
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"code": "topics_count",
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}
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}
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}
],
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},
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"inputs": {
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],
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},
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},
{
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}
]
},
{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
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"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
],
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"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
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"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "excellent",
"name": "AI Readiness",
"value": 85,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
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"components": [
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]
}
},
{
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}
],
"value": 75,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [
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],
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},
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"code": "file_list",
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}
}
],
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},
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"status": "missed",
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},
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]
},
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]
}
},
{
"code": "weights_renormalized",
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}
],
"value": 96,
"inputs": {
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},
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"code": "file_list",
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}
],
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{
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"code": "file_list",
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"code": "file_list",
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},
{
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"code": "no_data",
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}
],
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},
{
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}
],
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},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
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"status": "excluded",
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}
]
},
{
"key": "ai_code_legibility",
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"notes": [],
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"inputs": {
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"source_files_sampled": 641,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
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"details": [
{
"code": "statically_typed_language",
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],
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},
{
"key": "manageable_file_sizes",
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"points": 55,
"status": "met",
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"code": "oversized_source_files",
"params": {
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],
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}
]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
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"notes": [],
"value": 60,
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]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "server/internal/api/handlers/openapi.yaml",
"points": 40,
"status": "met",
"details": [
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"code": "file_list",
"params": {
"files": "server/internal/api/handlers/openapi.yaml"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
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"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-14T04:30:17.974845Z",
"schema_version": "0.9.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/adithyan-ak/agenthound.svg",
"full_name": "adithyan-ak/agenthound",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.9.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.