Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-08-01 05:43 UTC

gautamvarmadatla / mcpsafetywarden

MCP servers expose tools with no information about what they actually do at runtime. mcpsafetywarden sits between your agent and any MCP server, profiling tool behavior, blocking destructive calls, and running active security audits before you trust them in a workflow.

PythonВласна ліцензія★ 9 зірок⑂ 1 форкз квіт. 2026 р.Переглянути на GitHub ↗

gautamvarmadatla/mcpsafetywarden має індекс здоров’я 66 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (89/100), найнижчий — Community & Adoption (43/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

66
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

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.

66
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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.

Власність

GAUTAM V DATLAОсобистий обліковий запис
6 підписників60 публічних репозиторіївз черв. 2021 р.Strategic Education Inc

Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPImcpsafetywarden1.4.12 923640 днів томуmcpmodel-context-protocolsecurityproxyllmai-safetyprompt-injectionbehavioral-analysis

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

89Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
19.4/36Ритм комітів — 28/52 тижнів із комітами
18/18Обсяг комітів — 369 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year369
human_commit_share0,8
days_since_last_push0
active_weeks_last_year28
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 13 релізів
36/36Свіжість релізів — останній реліз 47 дн. тому
27/27Ритм релізів — реліз кожні ~4,7 дн.
8/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Використані вхідні дані
releases_count13
latest_release_tagv1.3.4
releases_from_tagsні
days_since_latest_release47
mean_days_between_releases4,7

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

43У зоні ризику · 18% загального індексу
Як обчислюється оцінка
14.6/60Зірки — 9 зірок
0/25Форки — 1 форків
0/15Спостерігачі — 2 спостерігачів
Використані вхідні дані
forks1
stars9
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
16.9/22.5Ліцензія — файл ліцензії наявний, не є визнаною ліцензією
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
46.2/80Щомісячні завантаження — 2 923 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesmcpsafetywarden
dependents
ecosystemspypi
total_downloads
monthly_downloads2 923
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

54Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
38.9/46.8Вирішення issue — закрито 83% issue
34.3/38.3Прийняття PR — злито 26/29 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs26
open_issues2
closed_issues10
issue_closed_ratio0,833
closed_unmerged_prs3

Власність та опіка

49У зоні ризику
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
6.1/25Охоплення власника — 6 підписників у gautamvarmadatla
23.2/25Послужний список — 60 публічних репозиторіїв, вік облікового запису ~5 р.
Використані вхідні дані
followers6
owner_typeUser
is_verified
owner_logingautamvarmadatla
public_repos60
account_age_days1 871
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 64 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesmcpsafetywarden
ecosystemspypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

70Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 17 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

85Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
10/10Теми — 19 тем
10/10Wiki
Використані вхідні дані
topicsagent-security, ai-safety, ai-security, behavior-analysis, credential-protection, drift-detection, llm-security, mcp, mcp-server, model-context-protocol, model-context-protocol-servers, prompt-injection, proxy, python, security, security-scanner, static-analysis, supply-chain-security, vulnerability-scanning
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

72Добрий · 16% загального індексу
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — немає даних
1.2/2.5CII-Best-Practices — badge detected: Passing
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
5/5SAST — SAST tool detected: CodeQL
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7,2
Виключено з оцінювання (немає даних або не застосовно): ci_tests. Залишкові ваги перенормовано.
Як обчислюється оцінка
15.7/35Прямі залежності без відомих сповіщень — уражено 1: react-router-dom 6.30.3 (moderate 6.9)
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
40/40Немає задавнених сповіщень — жодне сповіщення не є публічним довше за 90 дн.
Використані вхідні дані
sourceosv
advisories8
affected_packages5
assessed_packages244
unassessed_packages18
affected_by_severityhigh 3, moderate 1, low 1
direct_affected_packages1
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 244 резолвлених залежностей із OSV. 18 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

Готовність до ШІ

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.

49У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
14.7/40Читабельна історія комітів — намір зазначено у 22 з 80 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,275
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — dashboard/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
8/8Автоматизоване супроводження — 20 з останніх 100 комітів — автоматичні оновлення залежностей
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Використані вхідні дані
has_nixні
has_testsтак
lockfilespackage-lock.json
has_dockerfileтак
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configsdashboard/tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,2
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (dashboard/tsconfig.json)
53.6/55Керовані розміри файлів — 2/80 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes844 601
source_files_sampled80
oversized_source_files2
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalтак
api_schema_files

Ключові факти

9зірок GitHub
1контриб'юторів
369комітів за останні 12 місяців
0днів від останнього пушу
13релізів
1бас-фактор
2відкритих issue
npm, PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:mcpsafetywarden@1.4.1; advisories assessed against the repository dependency graph instead

Докладніше

OpenSSF Scorecard 7.2 / 10
7.2сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-08-01 05:43 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
н/дCI-Testsno pull request found
5CII-Best-Practicesbadge detected: Passing
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
10SASTSAST tool detected: CodeQL
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
2Vulnerabilities8 existing vulnerabilities detected
Прямі залежності 28
РеєстрПакетОбмеження версіїМаніфест
npm@radix-ui/react-dialog^1.1.0dashboard/package.json
npm@radix-ui/react-dropdown-menu^2.1.0dashboard/package.json
npm@radix-ui/react-label^2.1.0dashboard/package.json
npm@radix-ui/react-scroll-area^1.1.0dashboard/package.json
npm@radix-ui/react-select^2.1.0dashboard/package.json
npm@radix-ui/react-separator^1.1.0dashboard/package.json
npm@radix-ui/react-slot^1.1.0dashboard/package.json
npm@radix-ui/react-switch^1.1.0dashboard/package.json
npm@radix-ui/react-tabs^1.1.0dashboard/package.json
npm@radix-ui/react-tooltip^1.1.0dashboard/package.json
npm@xyflow/react^12.0.0dashboard/package.json
npmclass-variance-authority^0.7.0dashboard/package.json
npmclsx^2.1.0dashboard/package.json
npmdate-fns^3.6.0dashboard/package.json
npmlucide-react^0.400.0dashboard/package.json
npmreact^18.3.0dashboard/package.json
npmreact-dom^18.3.0dashboard/package.json
npmreact-router-dom^6.24.0dashboard/package.json
npmrecharts^2.12.0dashboard/package.json
npmswr^2.2.5dashboard/package.json
npmtailwind-merge^2.3.0dashboard/package.json
PyPIplatformdirs>=4.0.0pyproject.toml
PyPImcp>=1.23.0,<2.0.0pyproject.toml
PyPItyper>=0.12.0pyproject.toml
PyPIrich>=13.0.0pyproject.toml
PyPIhttpx>=0.25.0pyproject.toml
PyPIuvicorn>=0.30.0pyproject.toml
PyPIfastapi>=0.111.0pyproject.toml
Усі залежності 262

Повний розв'язаний набір залежностей із графа залежностей GitHub: 29 прямих і 233 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
npm@radix-ui/react-dialog1.1.15пряма
npm@radix-ui/react-dropdown-menu2.1.16пряма
npm@radix-ui/react-label2.1.8пряма
npm@radix-ui/react-scroll-area1.2.10пряма
npm@radix-ui/react-select2.2.6пряма
npm@radix-ui/react-separator1.1.8пряма
npm@radix-ui/react-slot1.2.3пряма
npm@radix-ui/react-slot1.2.4пряма
npm@radix-ui/react-switch1.2.6пряма
npm@radix-ui/react-tabs1.1.13пряма
npm@radix-ui/react-tooltip1.2.8пряма
npm@xyflow/react12.10.2пряма
npmclass-variance-authority0.7.1пряма
npmclsx2.1.1пряма
npmdate-fns3.6.0пряма
npmlucide-react0.400.0пряма
npmreact18.3.1пряма
npmreact-dom18.3.1пряма
npmreact-router-dom6.30.3пряма
npmrecharts2.15.4пряма
npmswr2.4.1пряма
npmtailwind-merge2.6.1пряма
PyPIfastapiпряма
PyPIhttpxпряма
PyPImcpпряма
PyPIplatformdirsпряма
PyPIrichпряма
PyPItyperпряма
PyPIuvicornпряма
npm@alloc/quick-lru5.2.0непряма
npm@babel/code-frame7.29.0непряма
npm@babel/compat-data7.29.3непряма
npm@babel/core7.29.0непряма
npm@babel/generator7.29.1непряма
npm@babel/helper-compilation-targets7.28.6непряма
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Сповіщення про залежності 5

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 244 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 5 мають відомі сповіщення, з них 1 прямі. 18 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
postcss8.5.13непрямависока18.5.18
react-router6.30.3непрямависока37.18.0
vite6.4.2непрямависока28.0.16
react-router-dom6.30.3прямапомірна17.13.0
@babel/core7.29.0непряманизька18.0.0-rc.6

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
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      "created_at": "2026-04-24T11:45:12Z",
      "owner_type": "User",
      "updated_at": "2026-08-01T05:38:29Z",
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        {
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          "author_name": "Gautam Datla",
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        {
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          "body": "Bumps [release-drafter/release-drafter](https://github.com/release-drafter/release-drafter) from 7.3.0 to 7.3.1.\n- [Release notes](https://github.com/release-drafter/release-drafter/releases)\n- [Commits](https://github.com/release-drafter/release-drafter/compare/c2e2804cc59f45f57076a99af580d0fedb697\n[…]\nme: release-drafter/release-drafter\n  dependency-version: 7.3.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump release-drafter/release-drafter from 7.3.0 to 7.3.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-01T01:45:59Z",
          "body_truncated": true,
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        {
          "oid": "483909fd5457e7204b8b79564fba991a5dc2798c",
          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 4.1.0 to 4.2.0.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/4907a6ddec9925e35a0a9e82d7399ccc52663121...650006c6eb7dba73a995cc03b0b2d7f5ca915bee)\n\n[…]\nependency-name: docker/login-action\n  dependency-version: 4.2.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump docker/login-action from 4.1.0 to 4.2.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-25T01:16:35Z",
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        {
          "oid": "947a2b1f01a36f2313266ab403ab0088a49c8ffd",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.1.0 to 7.2.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/bcafcacb16a39f128d818304e6c9c0c18556b85f...f9f3042f7e2789586610d6\n[…]\nency-name: docker/build-push-action\n  dependency-version: 7.2.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump docker/build-push-action from 7.1.0 to 7.2.0",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-25T01:16:28Z",
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        {
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          "body": "Bumps [actions/stale](https://github.com/actions/stale) from 10.2.0 to 10.3.0.\n- [Release notes](https://github.com/actions/stale/releases)\n- [Changelog](https://github.com/actions/stale/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/stale/compare/b5d41d4e1d5dceea10e7104786b73624c18a\n[…]\n:\n- dependency-name: actions/stale\n  dependency-version: 10.3.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/stale from 10.2.0 to 10.3.0",
          "author_name": "dependabot[bot]",
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          "body_truncated": true,
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        {
          "oid": "5239740403a3a0de15b1791a62b1bf84cd0c150a",
          "body": "Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd...d7f5e7f509e45c\n[…]\ncy-name: docker/setup-buildx-action\n  dependency-version: 4.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump docker/setup-buildx-action from 4.0.0 to 4.1.0",
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          "body_truncated": true,
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        {
          "oid": "bc9540a11533e7e3800d1c3d32888bfb71038e6c",
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          "headline": "bump component-detection action to v0.1.3 for ESM fix",
          "author_name": "Gautam Datla",
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          "headline": "bump version to 1.2.7",
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          "headline": "Merge pull request #23 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
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          "oid": "027657fe1239fd1e6415e4ead202cb93dbc33091",
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          "is_bot": false,
          "headline": "Merge pull request #24 from gautamvarmadatla/dependabot/github_action…",
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        {
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          "is_bot": false,
          "headline": "Merge pull request #25 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
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          "oid": "1ff39ec0e6450b627f72a2d36d5eb2e884160677",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 6.19.2 to 7.1.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/v6.19.2...bcafcacb16a39f128d818304e6c9c0c18556b85f)\n\n---\nupdated\n[…]\nency-name: docker/build-push-action\n  dependency-version: 7.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump docker/build-push-action from 6.19.2 to 7.1.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-18T01:20:36Z",
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        {
          "oid": "b6e52eba007df8315d22eee9015ccc8aa745b3c7",
          "body": "Bumps [release-drafter/release-drafter](https://github.com/release-drafter/release-drafter) from 6.4.0 to 7.3.0.\n- [Release notes](https://github.com/release-drafter/release-drafter/releases)\n- [Commits](https://github.com/release-drafter/release-drafter/compare/6a93d829887aa2e0748befe2e808c66c0ec6e\n[…]\nme: release-drafter/release-drafter\n  dependency-version: 7.3.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump release-drafter/release-drafter from 6.4.0 to 7.3.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-18T01:20:29Z",
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          "oid": "e11d282e80a92469ec61c2ced162921482183998",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5.6.0 to 6.2.0.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/a26af69be951a213d495a4c3e4e4022e16d87065...a309ff8b426b58ec0e2a45f0f869d46889d024\n[…]\npendency-name: actions/setup-python\n  dependency-version: 6.2.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 5.6.0 to 6.2.0",
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        {
          "oid": "fabeaaab15d68fe0c54c98d1f4f93a1e11e0ad01",
          "body": "…s/actions/labeler-6.1.0\n\nBump actions/labeler from 5.0.0 to 6.1.0",
          "is_bot": false,
          "headline": "Merge pull request #16 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
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          "committed_at": "2026-05-12T17:35:58Z",
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        {
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          "body": "…s/actions/dependency-review-action-5.0.0\n\nBump actions/dependency-review-action from 4.9.0 to 5.0.0",
          "is_bot": false,
          "headline": "Merge pull request #19 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
          "author_login": "gautamvarmadatla",
          "committed_at": "2026-05-12T17:35:52Z",
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          "oid": "806c04b64f563ce85b65d1eb07fb0dc876b1ad8a",
          "body": "…s/release-drafter/release-drafter-6a93d829887aa2e0748befe2e808c66c0ec6e4c7\n\nBump release-drafter/release-drafter from 67e173cadb2fbd3de94f4a861e0c48c913b462ae to 6a93d829887aa2e0748befe2e808c66c0ec6e4c7",
          "is_bot": false,
          "headline": "Merge pull request #17 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
          "author_login": "gautamvarmadatla",
          "committed_at": "2026-05-12T17:35:44Z",
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        },
        {
          "oid": "8525f807ca15831effe23f4bfe77a435e4922b70",
          "body": "…s/actions/stale-10.2.0\n\nBump actions/stale from 9.1.0 to 10.2.0",
          "is_bot": false,
          "headline": "Merge pull request #18 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
          "author_login": "gautamvarmadatla",
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          "body_truncated": false,
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        {
          "oid": "d25177b4a89aeb27080095aa9c59489319c92ab0",
          "body": "…s/actions/setup-node-6.4.0\n\nBump actions/setup-node from 4.0.2 to 6.4.0",
          "is_bot": false,
          "headline": "Merge pull request #20 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
          "author_login": "gautamvarmadatla",
          "committed_at": "2026-05-12T17:35:10Z",
          "body_truncated": false,
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        },
        {
          "oid": "b8e861125bcb1e7fd9654367b86bd38f04d490bf",
          "body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 4.0.2 to 6.4.0.\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](https://github.com/actions/setup-node/compare/60edb5dd545a775178f52524783378180af0d1f8...48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e)\n\n---\n[…]\ndependency-name: actions/setup-node\n  dependency-version: 6.4.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-node from 4.0.2 to 6.4.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T01:02:29Z",
          "body_truncated": true,
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        {
          "oid": "70a2b7f06d70aacdb1665d6b184121ac7c3e69d5",
          "body": "Bumps [actions/dependency-review-action](https://github.com/actions/dependency-review-action) from 4.9.0 to 5.0.0.\n- [Release notes](https://github.com/actions/dependency-review-action/releases)\n- [Commits](https://github.com/actions/dependency-review-action/compare/2031cfc080254a8a887f58cffee85186f\n[…]\ne: actions/dependency-review-action\n  dependency-version: 5.0.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/dependency-review-action from 4.9.0 to 5.0.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T01:02:24Z",
          "body_truncated": true,
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        {
          "oid": "08744328b7f47f8c587afbb9cf5a597ee50212e9",
          "body": "Bumps [actions/stale](https://github.com/actions/stale) from 9.1.0 to 10.2.0.\n- [Release notes](https://github.com/actions/stale/releases)\n- [Changelog](https://github.com/actions/stale/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/stale/compare/5bef64f19d7facfb25b37b414482c7164d639\n[…]\n:\n- dependency-name: actions/stale\n  dependency-version: 10.2.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/stale from 9.1.0 to 10.2.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T01:02:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "577053c0e887a3c55ffa931d345209e0c457a413",
          "body": "Bumps [release-drafter/release-drafter](https://github.com/release-drafter/release-drafter) from 67e173cadb2fbd3de94f4a861e0c48c913b462ae to 6a93d829887aa2e0748befe2e808c66c0ec6e4c7.\n- [Release notes](https://github.com/release-drafter/release-drafter/releases)\n- [Commits](https://github.com/release\n[…]\ndency-name: release-drafter/release-drafter\n  dependency-version: 6a93d829887aa2e0748befe2e808c66c0ec6e4c7\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump release-drafter/release-drafter",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T01:02:17Z",
          "body_truncated": true,
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        },
        {
          "oid": "aee9b70bd14ae18a6554267dcdb4b36c58b51e25",
          "body": "Bumps [actions/labeler](https://github.com/actions/labeler) from 5.0.0 to 6.1.0.\n- [Release notes](https://github.com/actions/labeler/releases)\n- [Commits](https://github.com/actions/labeler/compare/8558fd74291d67161a8a78ce36a881fa63b766a9...f27b608878404679385c85cfa523b85ccb86e213)\n\n---\nupdated-dep\n[…]\n\n- dependency-name: actions/labeler\n  dependency-version: 6.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/labeler from 5.0.0 to 6.1.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T01:02:12Z",
          "body_truncated": true,
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        },
        {
          "oid": "46e0fe0f1cac345b525e31a3fe27eb41ae682aba",
          "body": null,
          "is_bot": false,
          "headline": "bump version to 1.2.6",
          "author_name": "Gautam Datla",
          "author_login": "gautamvarmadatla",
          "committed_at": "2026-05-05T06:41:25Z",
          "body_truncated": false,
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        },
        {
          "oid": "b513649ef7577f69224297a16330dd41b1d5cc24",
          "body": "…s/docker/setup-buildx-action-4.0.0\n\nBump docker/setup-buildx-action from 3.12.0 to 4.0.0",
          "is_bot": false,
          "headline": "Merge pull request #11 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
          "author_login": "gautamvarmadatla",
          "committed_at": "2026-05-05T06:39:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e0e09af420571e12dfa8c112fe37a2af1642479",
          "body": "…s/actions/dependency-review-action-4.9.0\n\nBump actions/dependency-review-action from 4.8.1 to 4.9.0",
          "is_bot": false,
          "headline": "Merge pull request #12 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
          "author_login": "gautamvarmadatla",
          "committed_at": "2026-05-05T06:39:38Z",
          "body_truncated": false,
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        },
        {
          "oid": "8924078902d9ae9b5fef64ba8eb2028967b52cd6",
          "body": "…s/actions/upload-artifact-7.0.1\n\nBump actions/upload-artifact from 4.6.2 to 7.0.1",
          "is_bot": false,
          "headline": "Merge pull request #13 from gautamvarmadatla/dependabot/github_action…",
          "author_name": "GAUTAM V DATLA",
          "author_login": "gautamvarmadatla",
          "committed_at": "2026-05-05T06:39:28Z",
          "body_truncated": false,
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                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 28
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "369 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 369
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "releases_count": 13,
              "latest_release_tag": "v1.3.4",
              "releases_from_tags": false,
              "days_since_latest_release": 47,
              "mean_days_between_releases": 4.7
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "13 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 13
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 47 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 47
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~4.7 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 4.7
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 43,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "forks": 1,
              "stars": 9,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "9 stars",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 9
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 64,
            "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": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "packages": [
                "mcpsafetywarden"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 2923
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,923 downloads/month across pypi",
                "points": 46.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2923,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 54,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "merged_prs": 26,
              "open_issues": 2,
              "closed_issues": 10,
              "issue_closed_ratio": 0.833,
              "closed_unmerged_prs": 3
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "83% of issues closed",
                "points": 38.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 83
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "26/29 decided PRs merged",
                "points": 34.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 26,
                      "decided": 29
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 49,
            "inputs": {
              "followers": 6,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "gautamvarmadatla",
              "public_repos": 60,
              "account_age_days": 1871
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "6 followers of gautamvarmadatla",
                "points": 6.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 6,
                      "login": "gautamvarmadatla"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "60 public repos, account ~5 yr old",
                "points": 23.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 60
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "mcpsafetywarden"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "64 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 64
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 70,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "17 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "agent-security",
                "ai-safety",
                "ai-security",
                "behavior-analysis",
                "credential-protection",
                "drift-detection",
                "llm-security",
                "mcp",
                "mcp-server",
                "model-context-protocol",
                "model-context-protocol-servers",
                "prompt-injection",
                "proxy",
                "python",
                "security",
                "security-scanner",
                "static-analysis",
                "supply-chain-security",
                "vulnerability-scanning"
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              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "19 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 72,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: Passing",
                "points": 1.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected: CodeQL",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 244 resolved dependencies against OSV; 18 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 244
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 18
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "source": "osv",
              "advisories": 8,
              "affected_packages": 5,
              "assessed_packages": 244,
              "unassessed_packages": 18,
              "affected_by_severity": "high 3, moderate 1, low 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: react-router-dom 6.30.3 (moderate 6.9)",
                "points": 15.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "react-router-dom 6.30.3 (moderate 6.9)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 244,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "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": "at_risk",
        "name": "AI Readiness",
        "value": 49,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.275,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "22 of 80 human commits state their intent (structured subject or explanatory body)",
                "points": 14.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 22,
                      "sampled": 80
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "dashboard/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.2
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "dashboard/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "dashboard/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "20 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 20,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 844601,
              "source_files_sampled": 80,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (dashboard/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "dashboard/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/80 source files over 60KB",
                "points": 53.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 80,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:mcpsafetywarden@1.4.1; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T05:43:28.310897Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/gautamvarmadatla/mcpsafetywarden.svg",
  "full_name": "gautamvarmadatla/mcpsafetywarden",
  "license_state": "custom",
  "license_spdx": null
}

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 v0.27.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаPyPI.