Öffentliches Register
Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-17 13:53 UTC

containers / kubernetes-mcp-server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

GoApache-2.0★ 1.822 Sterne⑂ 390 Forksseit Feb. 2025Auf GitHub ansehen ↗

containers/kubernetes-mcp-server erreicht einen Gesundheitsindex von 76 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (95/100) ab, am schwächsten bei Security (47/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.

76
gesamt / 100
Gut

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

76
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

ContainersOrganisation
6.402 Follower107 öffentliche Reposseit Nov. 2013

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
Gogithub.com/containers/kubernetes-mcp-serverv0.0.65-65vor 2 Tagen
PyPIkubernetes-mcp-server0.0.65-45vor 2 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

95Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
34.6/36Commit-Rhythmus — 50/52 Wochen mit Commits
18/18Commit-Volumen — 743 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year743
human_commit_share
days_since_last_push0
active_weeks_last_year50
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 65 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 2 Tagen
27/27Release-Rhythmus — ein Release etwa alle 22,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count65
latest_release_tagv0.0.65
releases_from_tagsnein
days_since_latest_release2
mean_days_between_releases22,6

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

75Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
52.9/60Stars — 1.822 Stars
21.6/25Forks — 390 Forks
5.6/15Watcher — 11 Watcher
Verwendete Eingangsdaten
forks390
stars1.822
watchers11
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

79Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
13.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 41 % der Commits
13.5/13.5Breite der Beitragenden — 66 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 35 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor2
contributors_sampled66
top_contributor_share0,414
Wie die Bewertung erfolgt
37.3/46.8Issue-Lösungsquote — 80 % der Issues geschlossen
31.4/38.3PR-Annahme — 850/1.035 entschiedene PRs gemergt
12/15OpenSSF Scorecard: Code-Review — Found 19/22 approved changesets -- score normalized to 8
Verwendete Eingangsdaten
merged_prs850
open_issues45
closed_issues177
issue_closed_ratio0,797
closed_unmerged_prs185
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 6.402 Follower von containers
25/25Kontohistorie — 107 öffentliche Repos, Kontoalter ca. 12 Jahre
Verwendete Eingangsdaten
followers6.402
owner_typeOrganization
is_verified
owner_logincontainers
public_repos107
account_age_days4.635

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 2 Paket(e) auf go, pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 2 Tagen
20/20Versionshistorie — 65 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgithub.com/containers/kubernetes-mcp-server, kubernetes-mcp-server
ecosystemsgo, pypi
any_deprecatednein
min_days_since_publish2

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

75Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 13 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

85Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
10/10Topics — 9 Topics
10/10Wiki
Verwendete Eingangsdaten
topicscontainers, context, kubernetes, mcp, model, openshift, protocol, modelcontextprotocol, kubernetes-mcp
has_wikija
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

47Gefährdet · 16 % des Gesamtindex

Sicherheitslage

47Gefährdet
Wie die Bewertung erfolgt
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 19/22 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
2.5/2.5Lizenz — 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
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4,7

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

76Gut · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes20.445
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile, evals/tasks/kiali/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — Go (statisch typisiert)
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesgo.sum, uv.lock
has_dockerfileja
typed_languageja
bootstrap_filesMakefile, evals/tasks/kiali/Makefile
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Go (statisch typisiert)
55/55Handhabbare Dateigrößen — 0/320 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageGo
largest_source_bytes55.449
source_files_sampled320
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalja
api_schema_files

Eckdaten

1.822GitHub-Sterne
66Mitwirkende
743Commits, letzte 12 Monate
0Tage seit letztem Push
65Releases
2Bus-Faktor
45offene Issues
Go, PyPIPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 4.7 / 10
4.7Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-17 13:53 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 19/22 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
Direkte Abhängigkeiten 53
RegistryPaketVersionsvorgabeManifest
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
Alle Abhängigkeiten 209

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 53 direkte und 156 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
Gogithub.com/burntsushi/tomlv1.6.0direkt
Gogithub.com/coreos/go-oidc/v3v3.20.0direkt
Gogithub.com/fsnotify/fsnotifyv1.10.1direkt
Gogithub.com/go-jose/go-jose/v4v4.1.4direkt
Gogithub.com/go-logr/logrv1.4.3direkt
Gogithub.com/google/gnostic-modelsv0.7.1direkt
Gogithub.com/google/jsonschema-gov0.4.3direkt
Gogithub.com/google/uuidv1.6.0direkt
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1direkt
Gogithub.com/prometheus/client_golangv1.23.2direkt
Gogithub.com/spf13/aferov1.15.0direkt
Gogithub.com/spf13/cobrav1.10.2direkt
Gogithub.com/spf13/pflagv1.0.10direkt
Gogithub.com/stretchr/testifyv1.11.1direkt
Gogithub.com/tektoncd/pipelinev1.13.1direkt
Gogithub.com/yosida95/uritemplate/v3v3.0.2direkt
Gogo.opentelemetry.io/contrib/bridges/otellogrv0.19.0direkt
Gogo.opentelemetry.io/otelv1.44.0direkt
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpcv0.20.0direkt
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.20.0direkt
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.44.0direkt
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.44.0direkt
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.44.0direkt
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0direkt
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0direkt
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0direkt
Gogo.opentelemetry.io/otel/logv0.20.0direkt
Gogo.opentelemetry.io/otel/log/logtestv0.20.0direkt
Gogo.opentelemetry.io/otel/metricv1.44.0direkt
Gogo.opentelemetry.io/otel/sdkv1.44.0direkt
Gogo.opentelemetry.io/otel/sdk/logv0.20.0direkt
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0direkt
Gogo.opentelemetry.io/otel/tracev1.44.0direkt
Gogolang.org/x/modv0.38.0direkt
Gogolang.org/x/oauth2v0.36.0direkt
Gogolang.org/x/syncv0.22.0direkt
Gogolang.org/x/timev0.15.0direkt
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996afdirekt
Gohelm.sh/helm/v3v3.21.3direkt
Gok8s.io/apiv0.36.2direkt
Gok8s.io/apiextensions-apiserverv0.36.2direkt
Gok8s.io/apimachineryv0.36.2direkt
Gok8s.io/cli-runtimev0.36.2direkt
Gok8s.io/client-gov0.36.2direkt
Gok8s.io/klog/v2v2.140.0direkt
Gok8s.io/kube-openapiv0.0.0-20260317180543-43fb72c5454adirekt
Gok8s.io/kubectlv0.36.2direkt
Gok8s.io/metricsv0.36.2direkt
Gok8s.io/streamingv0.36.2direkt
Gok8s.io/utilsv0.0.0-20260210185600-b8788abfbbc2direkt
Gosigs.k8s.io/controller-runtimev0.24.1direkt
Gosigs.k8s.io/controller-runtime/tools/setup-envtestv0.24.1direkt
Gosigs.k8s.io/yamlv1.6.0direkt
Gocel.dev/exprv0.25.1indirekt
Godario.cat/mergov1.0.2indirekt
Gogithub.com/antlr4-go/antlr/v4v4.13.1indirekt
Gogithub.com/asaskevich/govalidatorv0.0.0-20230301143203-a9d515a09cc2indirekt
Gogithub.com/azure/go-ansitermv0.0.0-20250102033503-faa5f7b0171cindirekt
Gogithub.com/beorn7/perksv1.0.1indirekt
Gogithub.com/blang/semver/v4v4.0.0indirekt
Gogithub.com/cenkalti/backoff/v5v5.0.3indirekt
Gogithub.com/cespare/xxhash/v2v2.3.0indirekt
Gogithub.com/chai2010/gettext-gov1.0.3indirekt
Gogithub.com/cyphar/filepath-securejoinv0.7.0indirekt
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirekt
Gogithub.com/emicklei/go-restful/v3v3.13.0indirekt
Gogithub.com/evanphx/json-patchv5.9.11+incompatibleindirekt
Gogithub.com/evanphx/json-patch/v5v5.9.11indirekt
Gogithub.com/exponent-io/jsonpathv0.0.0-20210407135951-1de76d718b3findirekt
Gogithub.com/fatih/colorv1.18.0indirekt
Gogithub.com/fxamacker/cbor/v2v2.9.0indirekt
Gogithub.com/go-errors/errorsv1.4.2indirekt
Gogithub.com/go-gorp/gorp/v3v3.1.0indirekt
Gogithub.com/go-logr/stdrv1.2.2indirekt
Gogithub.com/go-openapi/jsonpointerv0.21.1indirekt
Gogithub.com/go-openapi/jsonreferencev0.21.0indirekt
Gogithub.com/go-openapi/swagv0.23.1indirekt
Gogithub.com/gobwas/globv0.2.3indirekt
Gogithub.com/google/btreev1.1.3indirekt
Gogithub.com/google/cel-gov0.28.1indirekt
Gogithub.com/google/go-cmpv0.7.0indirekt
Gogithub.com/gorilla/websocketv1.5.4-0.20250319132907-e064f32e3674indirekt
Gogithub.com/gosuri/uitablev0.0.4indirekt
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.29.0indirekt
Gogithub.com/hashicorp/errwrapv1.1.0indirekt
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                "key": "signed_releases",
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                "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": 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"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.11.0 — vollständige Methodik · Metriken-Wiki.

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