Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-17 18:06 UTC

manusa / kubernetes-mcp-server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

GoApache-2.0★ 1 822 зірки⑂ 390 форківз лют. 2025 р.Переглянути на GitHub ↗

manusa/kubernetes-mcp-server має індекс здоров’я 75 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (95/100), найнижчий — Security (47/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.

75
загалом / 100
Добрий

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.

75
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

ContainersОрганізація
6 402 підписники107 публічних репозиторіївз лист. 2013 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/containers/kubernetes-mcp-serverвказує на інший репозиторій — не оцінюєтьсяv0.0.65-652 дні тому
PyPIkubernetes-mcp-serverвказує на інший репозиторій — не оцінюється0.0.6513 881452 дні тому

Метрики за категоріями

Життєздатність

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

95Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
34.6/36Ритм комітів — 50/52 тижнів із комітами
18/18Обсяг комітів — 743 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year743
human_commit_share
days_since_last_push0
active_weeks_last_year50
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 65 релізів
36/36Свіжість релізів — останній реліз 2 дн. тому
27/27Ритм релізів — реліз кожні ~22,6 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count65
latest_release_tagv0.0.65
releases_from_tagsні
days_since_latest_release2
mean_days_between_releases22,6

Спільнота та впровадження

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

75Добрий · 18% загального індексу
Як обчислюється оцінка
52.9/60Зірки — 1 822 зірок
21.6/25Форки — 390 форків
5.6/15Спостерігачі — 11 спостерігачів
Використані вхідні дані
forks390
stars1 822
watchers11
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
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

Сталість та врядування

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

74Добрий · 24% загального індексу
Як обчислюється оцінка
25.2/54Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів
13.2/22.5Розподіл комітів — головний контриб’ютор — автор 41% комітів
13.5/13.5Широта контриб’юторів — 66 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 35 contributing companies or organizations
Використані вхідні дані
bus_factor2
contributors_sampled66
top_contributor_share0,413
Як обчислюється оцінка
37.5/46.8Вирішення issue — закрито 80% issue
31.4/38.3Прийняття PR — злито 852/1 037 вирішених PR
12/15OpenSSF Scorecard: Code-Review — Found 20/23 approved changesets -- score normalized to 8
Використані вхідні дані
merged_prs852
open_issues44
closed_issues178
issue_closed_ratio0,802
closed_unmerged_prs185
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 6 402 підписників у containers
25/25Послужний список — 107 публічних репозиторіїв, вік облікового запису ~12 р.
Використані вхідні дані
followers6 402
owner_typeOrganization
is_verified
owner_logincontainers
public_repos107
account_age_days4 635

Інженерна якість

Чи наявні базові інженерні практики та документація?

75Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 13 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

85Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
10/10Теми — 9 тем
10/10Wiki
Використані вхідні дані
topicscontainers, context, kubernetes, mcp, model, openshift, protocol, modelcontextprotocol, kubernetes-mcp
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?

47У зоні ризику · 16% загального індексу

Стан безпеки

47У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 20/23 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 35 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
3.8/7.5Vulnerabilities — 5 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4,7

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.

76Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md, CLAUDE.md
0/15Машиночитана документація (llms.txt)
0/40Читабельна історія комітів — немає даних
Використані вхідні дані
has_llms_txtні
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes20 445
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile, evals/tasks/kiali/Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — Go (статично типізована)
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — немає даних
5/8Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesgo.sum, uv.lock
has_dockerfileтак
typed_languageтак
bootstrap_filesMakefile, evals/tasks/kiali/Makefile
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
55/55Керовані розміри файлів — 0/322 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes55 449
source_files_sampled322
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalтак
api_schema_files

Ключові факти

1 822зірок GitHub
66контриб'юторів
743комітів за останні 12 місяців
0днів від останнього пушу
65релізів
2бас-фактор
44відкритих issue
Go, PyPIпакетних екосистем

Попередження щодо збору даних

  • go package 'github.com/containers/kubernetes-mcp-server' points at a different repository (https://github.com/containers/kubernetes-mcp-server); excluded from ecosystem scoring
  • pypi package 'kubernetes-mcp-server' points at a different repository (https://github.com/containers/kubernetes-mcp-server); excluded from ecosystem scoring

Докладніше

OpenSSF Scorecard 4.7 / 10
4.7сукупно

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 · 2026-07-17 18:06 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 20/23 approved changesets -- score normalized to 8
10Contributorsproject has 35 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5Vulnerabilities5 existing vulnerabilities detected
Прямі залежності 53
РеєстрПакетОбмеження версіїМаніфест
Gogithub.com/BurntSushi/tomlv1.6.0go.mod
Gogithub.com/coreos/go-oidc/v3v3.20.0go.mod
Gogithub.com/fsnotify/fsnotifyv1.10.1go.mod
Gogithub.com/go-jose/go-jose/v4v4.1.4go.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/google/gnostic-modelsv0.7.1go.mod
Gogithub.com/google/jsonschema-gov0.4.3go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/spf13/aferov1.15.0go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/tektoncd/pipelinev1.13.1go.mod
Gogithub.com/yosida95/uritemplate/v3v3.0.2go.mod
Gogo.opentelemetry.io/contrib/bridges/otellogrv0.19.0go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpcv0.20.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.20.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0go.mod
Gogo.opentelemetry.io/otel/logv0.20.0go.mod
Gogo.opentelemetry.io/otel/log/logtestv0.20.0go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdk/logv0.20.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogolang.org/x/modv0.38.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996afgo.mod
Gohelm.sh/helm/v3v3.21.3go.mod
Gok8s.io/apiv0.36.2go.mod
Gok8s.io/apiextensions-apiserverv0.36.2go.mod
Gok8s.io/apimachineryv0.36.2go.mod
Gok8s.io/cli-runtimev0.36.2go.mod
Gok8s.io/client-gov0.36.2go.mod
Gok8s.io/klog/v2v2.140.0go.mod
Gok8s.io/kube-openapiv0.0.0-20260317180543-43fb72c5454ago.mod
Gok8s.io/kubectlv0.36.2go.mod
Gok8s.io/metricsv0.36.2go.mod
Gok8s.io/streamingv0.36.2go.mod
Gok8s.io/utilsv0.0.0-20260210185600-b8788abfbbc2go.mod
Gosigs.k8s.io/controller-runtimev0.24.1go.mod
Gosigs.k8s.io/controller-runtime/tools/setup-envtestv0.24.1go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Усі залежності 209

Повний розв'язаний набір залежностей із графа залежностей GitHub: 53 прямих і 156 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Gogithub.com/burntsushi/tomlv1.6.0пряма
Gogithub.com/coreos/go-oidc/v3v3.20.0пряма
Gogithub.com/fsnotify/fsnotifyv1.10.1пряма
Gogithub.com/go-jose/go-jose/v4v4.1.4пряма
Gogithub.com/go-logr/logrv1.4.3пряма
Gogithub.com/google/gnostic-modelsv0.7.1пряма
Gogithub.com/google/jsonschema-gov0.4.3пряма
Gogithub.com/google/uuidv1.6.0пряма
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1пряма
Gogithub.com/prometheus/client_golangv1.23.2пряма
Gogithub.com/spf13/aferov1.15.0пряма
Gogithub.com/spf13/cobrav1.10.2пряма
Gogithub.com/spf13/pflagv1.0.10пряма
Gogithub.com/stretchr/testifyv1.11.1пряма
Gogithub.com/tektoncd/pipelinev1.13.1пряма
Gogithub.com/yosida95/uritemplate/v3v3.0.2пряма
Gogo.opentelemetry.io/contrib/bridges/otellogrv0.19.0пряма
Gogo.opentelemetry.io/otelv1.44.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpcv0.20.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.20.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.44.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.44.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.44.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0пряма
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0пряма
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0пряма
Gogo.opentelemetry.io/otel/logv0.20.0пряма
Gogo.opentelemetry.io/otel/log/logtestv0.20.0пряма
Gogo.opentelemetry.io/otel/metricv1.44.0пряма
Gogo.opentelemetry.io/otel/sdkv1.44.0пряма
Gogo.opentelemetry.io/otel/sdk/logv0.20.0пряма
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0пряма
Gogo.opentelemetry.io/otel/tracev1.44.0пряма
Gogolang.org/x/modv0.38.0пряма
Gogolang.org/x/oauth2v0.36.0пряма
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Gogolang.org/x/timev0.15.0пряма
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Gohelm.sh/helm/v3v3.21.3пряма
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Gok8s.io/apimachineryv0.36.2пряма
Gok8s.io/cli-runtimev0.36.2пряма
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Gok8s.io/klog/v2v2.140.0пряма
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Звіт у форматі JSON машиночитний
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            "name": "Dependency-Update-Tool",
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                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 20/23 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 35 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "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": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 26 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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "5 existing vulnerabilities detected",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 8
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 76,
        "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": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 20445
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "evals/tasks/kiali/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, evals/tasks/kiali/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, evals/tasks/kiali/Makefile"
                    }
                  }
                ],
                "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": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "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 data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 55449,
              "source_files_sampled": 322,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/322 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 322,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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": [
    "go package 'github.com/containers/kubernetes-mcp-server' points at a different repository (https://github.com/containers/kubernetes-mcp-server); excluded from ecosystem scoring",
    "pypi package 'kubernetes-mcp-server' points at a different repository (https://github.com/containers/kubernetes-mcp-server); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T18:06:42.640031Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/manusa/kubernetes-mcp-server.svg",
  "full_name": "manusa/kubernetes-mcp-server",
  "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 v0.12.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаGo, PyPI.