Model Context Protocol (MCP) server for Kubernetes and OpenShift
containers/kubernetes-mcp-server має індекс здоров’я 76 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (95/100), найнижчий — Security (47/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| Go | github.com/containers/kubernetes-mcp-server | v0.0.65 | - | 65 | 2 дні тому |
| PyPI | kubernetes-mcp-server | 0.0.65 | - | 45 | 2 дні тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 34.6/36 | Ритм комітів — 50/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 743 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 743 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 50 |
| 27/27 | Випускає релізи — опубліковано 65 релізів |
| 36/36 | Свіжість релізів — останній реліз 2 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~22,6 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 65 |
| latest_release_tag | v0.0.65 |
| releases_from_tags | ні |
| days_since_latest_release | 2 |
| mean_days_between_releases | 22,6 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 52.9/60 | Зірки — 1 822 зірок |
| 21.6/25 | Форки — 390 форків |
| 5.6/15 | Спостерігачі — 11 спостерігачів |
| forks | 390 |
| stars | 1 822 |
| watchers | 11 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 13.2/22.5 | Розподіл комітів — головний контриб’ютор — автор 41% комітів |
| 13.5/13.5 | Широта контриб’юторів — 66 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 35 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 66 |
| top_contributor_share | 0,414 |
| 37.3/46.8 | Вирішення issue — закрито 80% issue |
| 31.4/38.3 | Прийняття PR — злито 850/1 035 вирішених PR |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 19/22 approved changesets -- score normalized to 8 |
| merged_prs | 850 |
| open_issues | 45 |
| closed_issues | 177 |
| issue_closed_ratio | 0,797 |
| closed_unmerged_prs | 185 |
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 25/25 | Охоплення власника — 6 402 підписників у containers |
| 25/25 | Послужний список — 107 публічних репозиторіїв, вік облікового запису ~12 р. |
| followers | 6 402 |
| owner_type | Organization |
| is_verified | — |
| owner_login | containers |
| public_repos | 107 |
| account_age_days | 4 635 |
| 25/25 | Опубліковано й доступно — 2 пакет(ів) у go, pypi |
| 35/35 | Свіжість публікацій — остання публікація 2 дн. тому |
| 20/20 | Історія версій — 65 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | github.com/containers/kubernetes-mcp-server, kubernetes-mcp-server |
| ecosystems | go, pypi |
| any_deprecated | ні |
| min_days_since_publish | 2 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 13 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
| 30/30 | README |
| 25/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 9 тем |
| 10/10 | Wiki |
| topics | containers, context, kubernetes, mcp, model, openshift, protocol, modelcontextprotocol, kubernetes-mcp |
| has_wiki | так |
| homepage | — |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 19/22 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 35 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 3.8/7.5 | Vulnerabilities — 5 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4,7 |
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
| 45/45 | Інструкції для агентів — AGENTS.md, CLAUDE.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 20 445 |
| 18/18 | Розгортання однією командою — Makefile, evals/tasks/kiali/Makefile |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — Go (статично типізована) |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | ні |
| has_tests | так |
| lockfiles | go.sum, uv.lock |
| has_dockerfile | так |
| typed_language | так |
| bootstrap_files | Makefile, evals/tasks/kiali/Makefile |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 45/45 | Типізований код — Go (статично типізована) |
| 55/55 | Керовані розміри файлів — 0/320 файлів вихідного коду понад 60 КБ |
| primary_language | Go |
| largest_source_bytes | 55 449 |
| source_files_sampled | 320 |
| oversized_source_files | 0 |
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
| example_dirs | examples |
| has_mcp_signal | так |
| api_schema_files | — |
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 19/22 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 35 contributing companies or organizations |
| 0 | Dangerous-Workflow | dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 5 | Vulnerabilities | 5 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| Go | github.com/BurntSushi/toml | v1.6.0 | go.mod |
| Go | github.com/coreos/go-oidc/v3 | v3.20.0 | go.mod |
| Go | github.com/fsnotify/fsnotify | v1.10.1 | go.mod |
| Go | github.com/go-jose/go-jose/v4 | v4.1.4 | go.mod |
| Go | github.com/go-logr/logr | v1.4.3 | go.mod |
| Go | github.com/google/gnostic-models | v0.7.1 | go.mod |
| Go | github.com/google/jsonschema-go | v0.4.3 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | go.mod |
| Go | github.com/prometheus/client_golang | v1.23.2 | go.mod |
| Go | github.com/spf13/afero | v1.15.0 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/spf13/pflag | v1.0.10 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/tektoncd/pipeline | v1.13.1 | go.mod |
| Go | github.com/yosida95/uritemplate/v3 | v3.0.2 | go.mod |
| Go | go.opentelemetry.io/contrib/bridges/otellogr | v0.19.0 | go.mod |
| Go | go.opentelemetry.io/otel | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpc | v0.20.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttp | v0.20.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/prometheus | v0.66.0 | go.mod |
| Go | go.opentelemetry.io/otel/log | v0.20.0 | go.mod |
| Go | go.opentelemetry.io/otel/log/logtest | v0.20.0 | go.mod |
| Go | go.opentelemetry.io/otel/metric | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk/log | v0.20.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | go.mod |
| Go | golang.org/x/mod | v0.38.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.36.0 | go.mod |
| Go | golang.org/x/sync | v0.22.0 | go.mod |
| Go | golang.org/x/time | v0.15.0 | go.mod |
| Go | google.golang.org/protobuf | v1.36.12-0.20260120151049-f2248ac996af | go.mod |
| Go | helm.sh/helm/v3 | v3.21.3 | go.mod |
| Go | k8s.io/api | v0.36.2 | go.mod |
| Go | k8s.io/apiextensions-apiserver | v0.36.2 | go.mod |
| Go | k8s.io/apimachinery | v0.36.2 | go.mod |
| Go | k8s.io/cli-runtime | v0.36.2 | go.mod |
| Go | k8s.io/client-go | v0.36.2 | go.mod |
| Go | k8s.io/klog/v2 | v2.140.0 | go.mod |
| Go | k8s.io/kube-openapi | v0.0.0-20260317180543-43fb72c5454a | go.mod |
| Go | k8s.io/kubectl | v0.36.2 | go.mod |
| Go | k8s.io/metrics | v0.36.2 | go.mod |
| Go | k8s.io/streaming | v0.36.2 | go.mod |
| Go | k8s.io/utils | v0.0.0-20260210185600-b8788abfbbc2 | go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.24.1 | go.mod |
| Go | sigs.k8s.io/controller-runtime/tools/setup-envtest | v0.24.1 | go.mod |
| Go | sigs.k8s.io/yaml | v1.6.0 | go.mod |
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.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| Go | github.com/burntsushi/toml | v1.6.0 | пряма |
| Go | github.com/coreos/go-oidc/v3 | v3.20.0 | пряма |
| Go | github.com/fsnotify/fsnotify | v1.10.1 | пряма |
| Go | github.com/go-jose/go-jose/v4 | v4.1.4 | пряма |
| Go | github.com/go-logr/logr | v1.4.3 | пряма |
| Go | github.com/google/gnostic-models | v0.7.1 | пряма |
| Go | github.com/google/jsonschema-go | v0.4.3 | пряма |
| Go | github.com/google/uuid | v1.6.0 | пряма |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | пряма |
| Go | github.com/prometheus/client_golang | v1.23.2 | пряма |
| Go | github.com/spf13/afero | v1.15.0 | пряма |
| Go | github.com/spf13/cobra | v1.10.2 | пряма |
| Go | github.com/spf13/pflag | v1.0.10 | пряма |
| Go | github.com/stretchr/testify | v1.11.1 | пряма |
| Go | github.com/tektoncd/pipeline | v1.13.1 | пряма |
| Go | github.com/yosida95/uritemplate/v3 | v3.0.2 | пряма |
| Go | go.opentelemetry.io/contrib/bridges/otellogr | v0.19.0 | пряма |
| Go | go.opentelemetry.io/otel | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpc | v0.20.0 | пряма |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttp | v0.20.0 | пряма |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/exporters/prometheus | v0.66.0 | пряма |
| Go | go.opentelemetry.io/otel/log | v0.20.0 | пряма |
| Go | go.opentelemetry.io/otel/log/logtest | v0.20.0 | пряма |
| Go | go.opentelemetry.io/otel/metric | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/sdk/log | v0.20.0 | пряма |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.44.0 | пряма |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | пряма |
| Go | golang.org/x/mod | v0.38.0 | пряма |
| Go | golang.org/x/oauth2 | v0.36.0 | пряма |
| Go | golang.org/x/sync | v0.22.0 | пряма |
| Go | golang.org/x/time | v0.15.0 | пряма |
| Go | google.golang.org/protobuf | v1.36.12-0.20260120151049-f2248ac996af | пряма |
| Go | helm.sh/helm/v3 | v3.21.3 | пряма |
| Go | k8s.io/api | v0.36.2 | пряма |
| Go | k8s.io/apiextensions-apiserver | v0.36.2 | пряма |
| Go | k8s.io/apimachinery | v0.36.2 | пряма |
| Go | k8s.io/cli-runtime | v0.36.2 | пряма |
| Go | k8s.io/client-go | v0.36.2 | пряма |
| Go | k8s.io/klog/v2 | v2.140.0 | пряма |
| Go | k8s.io/kube-openapi | v0.0.0-20260317180543-43fb72c5454a | пряма |
| Go | k8s.io/kubectl | v0.36.2 | пряма |
| Go | k8s.io/metrics | v0.36.2 | пряма |
| Go | k8s.io/streaming | v0.36.2 | пряма |
| Go | k8s.io/utils | v0.0.0-20260210185600-b8788abfbbc2 | пряма |
| Go | sigs.k8s.io/controller-runtime | v0.24.1 | пряма |
| Go | sigs.k8s.io/controller-runtime/tools/setup-envtest | v0.24.1 | пряма |
| Go | sigs.k8s.io/yaml | v1.6.0 | пряма |
| Go | cel.dev/expr | v0.25.1 | непряма |
| Go | dario.cat/mergo | v1.0.2 | непряма |
| Go | github.com/antlr4-go/antlr/v4 | v4.13.1 | непряма |
| Go | github.com/asaskevich/govalidator | v0.0.0-20230301143203-a9d515a09cc2 | непряма |
| Go | github.com/azure/go-ansiterm | v0.0.0-20250102033503-faa5f7b0171c | непряма |
| Go | github.com/beorn7/perks | v1.0.1 | непряма |
| Go | github.com/blang/semver/v4 | v4.0.0 | непряма |
| Go | github.com/cenkalti/backoff/v5 | v5.0.3 | непряма |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | непряма |
| Go | github.com/chai2010/gettext-go | v1.0.3 | непряма |
| Go | github.com/cyphar/filepath-securejoin | v0.7.0 | непряма |
| Go | github.com/davecgh/go-spew | v1.1.2-0.20180830191138-d8f796af33cc | непряма |
| Go | github.com/emicklei/go-restful/v3 | v3.13.0 | непряма |
| Go | github.com/evanphx/json-patch | v5.9.11+incompatible | непряма |
| Go | github.com/evanphx/json-patch/v5 | v5.9.11 | непряма |
| Go | github.com/exponent-io/jsonpath | v0.0.0-20210407135951-1de76d718b3f | непряма |
| Go | github.com/fatih/color | v1.18.0 | непряма |
| Go | github.com/fxamacker/cbor/v2 | v2.9.0 | непряма |
| Go | github.com/go-errors/errors | v1.4.2 | непряма |
| Go | github.com/go-gorp/gorp/v3 | v3.1.0 | непряма |
| Go | github.com/go-logr/stdr | v1.2.2 | непряма |
| Go | github.com/go-openapi/jsonpointer | v0.21.1 | непряма |
| Go | github.com/go-openapi/jsonreference | v0.21.0 | непряма |
| Go | github.com/go-openapi/swag | v0.23.1 | непряма |
| Go | github.com/gobwas/glob | v0.2.3 | непряма |
| Go | github.com/google/btree | v1.1.3 | непряма |
| Go | github.com/google/cel-go | v0.28.1 | непряма |
| Go | github.com/google/go-cmp | v0.7.0 | непряма |
| Go | github.com/gorilla/websocket | v1.5.4-0.20250319132907-e064f32e3674 | непряма |
| Go | github.com/gosuri/uitable | v0.0.4 | непряма |
| Go | github.com/grpc-ecosystem/grpc-gateway/v2 | v2.29.0 | непряма |
| Go | github.com/hashicorp/errwrap | v1.1.0 | непряма |
| Go | github.com/hashicorp/go-multierror | v1.1.1 | непряма |
| Go | github.com/huandu/xstrings | v1.5.0 | непряма |
| Go | github.com/inconshreveable/mousetrap | v1.1.0 | непряма |
| Go | github.com/jmoiron/sqlx | v1.4.0 | непряма |
| Go | github.com/josharian/intern | v1.0.0 | непряма |
| Go | github.com/json-iterator/go | v1.1.12 | непряма |
| Go | github.com/lann/builder | v0.0.0-20180802200727-47ae307949d0 | непряма |
| Go | github.com/lann/ps | v0.0.0-20150810152359-62de8c46ede0 | непряма |
| Go | github.com/lib/pq | v1.12.3 | непряма |
| Go | github.com/liggitt/tabwriter | v0.0.0-20181228230101-89fcab3d43de | непряма |
| Go | github.com/mailru/easyjson | v0.9.0 | непряма |
| Go | github.com/makenowjust/heredoc | v1.0.0 | непряма |
| Go | github.com/masterminds/goutils | v1.1.1 | непряма |
| Go | github.com/masterminds/semver/v3 | v3.5.0 | непряма |
| Go | github.com/masterminds/sprig/v3 | v3.3.0 | непряма |
| Go | github.com/masterminds/squirrel | v1.5.4 | непряма |
| Go | github.com/mattn/go-colorable | v0.1.14 | непряма |
| Go | github.com/mattn/go-isatty | v0.0.20 | непряма |
| Go | github.com/mattn/go-runewidth | v0.0.16 | непряма |
| Go | github.com/mitchellh/copystructure | v1.2.0 | непряма |
| Go | github.com/mitchellh/go-wordwrap | v1.0.1 | непряма |
| Go | github.com/mitchellh/reflectwalk | v1.0.2 | непряма |
| Go | github.com/moby/spdystream | v0.5.1 | непряма |
| Go | github.com/moby/term | v0.5.2 | непряма |
| Go | github.com/modern-go/concurrent | v0.0.0-20180306012644-bacd9c7ef1dd | непряма |
| Go | github.com/modern-go/reflect2 | v1.0.3-0.20250322232337-35a7c28c31ee | непряма |
| Go | github.com/monochromegane/go-gitignore | v0.0.0-20200626010858-205db1a8cc00 | непряма |
| Go | github.com/munnerz/goautoneg | v0.0.0-20191010083416-a7dc8b61c822 | непряма |
| Go | github.com/opencontainers/go-digest | v1.0.0 | непряма |
| Go | github.com/opencontainers/image-spec | v1.1.1 | непряма |
| Go | github.com/peterbourgon/diskv | v2.0.1+incompatible | непряма |
| Go | github.com/pkg/errors | v0.9.1 | непряма |
| Go | github.com/pmezard/go-difflib | v1.0.1-0.20181226105442-5d4384ee4fb2 | непряма |
| Go | github.com/prometheus/client_model | v0.6.2 | непряма |
| Go | github.com/prometheus/common | v0.67.5 | непряма |
| Go | github.com/prometheus/otlptranslator | v1.0.0 | непряма |
| Go | github.com/prometheus/procfs | v0.20.1 | непряма |
| Go | github.com/rivo/uniseg | v0.2.0 | непряма |
| Go | github.com/rubenv/sql-migrate | v1.8.1 | непряма |
| Go | github.com/russross/blackfriday/v2 | v2.1.0 | непряма |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | непряма |
| Go | github.com/segmentio/asm | v1.1.3 | непряма |
| Go | github.com/segmentio/encoding | v0.5.4 | непряма |
| Go | github.com/shopspring/decimal | v1.4.0 | непряма |
| Go | github.com/spf13/cast | v1.7.1 | непряма |
| Go | github.com/x448/float16 | v0.8.4 | непряма |
| Go | github.com/xlab/treeprint | v1.2.0 | непряма |
| Go | go.opentelemetry.io/auto/sdk | v1.2.1 | непряма |
| Go | go.opentelemetry.io/otel/exporters/stdout/stdouttrace | v1.43.0 | непряма |
| Go | go.opentelemetry.io/proto/otlp | v1.10.0 | непряма |
| Go | go.yaml.in/yaml/v2 | v2.4.4 | непряма |
| Go | go.yaml.in/yaml/v3 | v3.0.4 | непряма |
| Go | golang.org/x/crypto | v0.53.0 | непряма |
| Go | golang.org/x/exp | v0.0.0-20251219203646-944ab1f22d93 | непряма |
| Go | golang.org/x/net | v0.55.0 | непряма |
| Go | golang.org/x/sys | v0.46.0 | непряма |
| Go | golang.org/x/term | v0.44.0 | непряма |
| Go | golang.org/x/text | v0.38.0 | непряма |
| Go | gomodules.xyz/jsonpatch/v2 | v2.5.0 | непряма |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20260526163538-3dc84a4a5aaa | непряма |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20260526163538-3dc84a4a5aaa | непряма |
| Go | google.golang.org/grpc | v1.81.1 | непряма |
| Go | gopkg.in/evanphx/json-patch.v4 | v4.13.0 | непряма |
| Go | gopkg.in/inf.v0 | v0.9.1 | непряма |
| Go | gopkg.in/yaml.v3 | v3.0.1 | непряма |
| Go | k8s.io/apiserver | v0.36.2 | непряма |
| Go | k8s.io/component-base | v0.36.2 | непряма |
| Go | knative.dev/pkg | v0.0.0-20260318013857-98d5a706d4fd | непряма |
| Go | oras.land/oras-go/v2 | v2.6.1 | непряма |
| Go | sigs.k8s.io/json | v0.0.0-20250730193827-2d320260d730 | непряма |
| Go | sigs.k8s.io/kustomize/api | v0.21.1 | непряма |
| Go | sigs.k8s.io/kustomize/kyaml | v0.21.1 | непряма |
| Go | sigs.k8s.io/randfill | v1.0.0 | непряма |
| Go | sigs.k8s.io/structured-merge-diff/v6 | v6.3.2 | непряма |
| PyPI | aiohappyeyeballs | 2.6.2 | непряма |
| PyPI | aiohttp | 3.14.1 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anyio | 4.14.1 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | certifi | 2026.6.17 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | click | 8.4.2 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | cryptography | 49.0.0 | непряма |
| PyPI | frozenlist | 1.8.0 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | httpx-sse | 0.4.3 | непряма |
| PyPI | idna | 3.18 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jsonschema | 4.26.0 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | kubernetes-asyncio | 36.1.0 | непряма |
| PyPI | kubernetes-mcp-server-e2e | 0.1.0 | непряма |
| PyPI | mcp | 1.28.1 | непряма |
| PyPI | multidict | 6.7.1 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | propcache | 0.5.2 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic | 2.13.4 | непряма |
| PyPI | pydantic-core | 2.46.4 | непряма |
| PyPI | pydantic-settings | 2.14.2 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pyjwt | 2.13.0 | непряма |
| PyPI | pytest | 8.4.2 | непряма |
| PyPI | pytest-asyncio | 0.26.0 | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | python-multipart | 0.0.32 | непряма |
| PyPI | pywin32 | 312 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | referencing | 0.37.0 | непряма |
| PyPI | rpds-py | 2026.5.1 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | sse-starlette | 3.4.5 | непряма |
| PyPI | starlette | 1.3.1 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | uvicorn | 0.49.0 | непряма |
| PyPI | yarl | 1.24.2 | непряма |
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{
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{
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{
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{
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{
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],
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]
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],
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{
"key": "machine_readable_docs_llms_txt",
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"status": "missed",
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],
"max_points": 40
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]
},
{
"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": 320,
"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": "0/320 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 320,
"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": [],
"report_type": "repository",
"generated_at": "2026-07-17T13:53:31.944947Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/containers/kubernetes-mcp-server.svg",
"full_name": "containers/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 v0.11.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — Go, PyPI.