公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 13:15 UTC

giantswarm / mcp-kubernetes

Model Context Protocol (MCP) server for Kubernetes

GoApache-2.0★ 1 星标⑂ 0 复刻始于 2025年5月在 GitHub 上查看 ↗

giantswarm/mcp-kubernetes 的健康指数为 100 分中的 68 分,处于「中等」区间。 其得分最高的类别是AI Readiness(92/100),最低的是Community & Adoption(24/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

68
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

68
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

143 关注者1,163 个公开仓库始于 2014年5月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
Gogithub.com/giantswarm/mcp-kubernetesv1.0.20-3861 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

90优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
26.3/36提交节奏 — 52 周中有 38 周有提交
18/18提交量 — 最近一年 384 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year384
human_commit_share0.31
days_since_last_push0
active_weeks_last_year38

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 1 天前
27/27发布节奏 — 约每 1.5 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagv1.0.20
releases_from_tags
days_since_latest_release1
mean_days_between_releases1.5

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

24危急 · 占总体的 18%
评分方式
0/60星标 — 1 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 0 位关注者
所用输入
forks0
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

68中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
8.1/22.5提交分布 — 头号贡献者编写了 64% 的提交
13.5/13.5贡献者广度 — 12 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 11 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled12
top_contributor_share0.638
评分方式
38.8/46.8议题解决 — 83% 的议题已关闭
35.6/38.3PR 接受 — 已裁定的 PR 中 414/445 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/4 approved changesets -- score normalized to 0
所用输入
merged_prs414
open_issues19
closed_issues92
issue_closed_ratio0.829
closed_unmerged_prs31
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
15.5/25所有者影响力 — giantswarm 有 143 位关注者
25/25既往记录 — 1,163 个公开仓库,账户约 12 年
所用输入
followers143
owner_typeOrganization
is_verified
owner_logingiantswarm
public_repos1,163
account_age_days4,457
评分方式
25/25已发布且可解析 — go 上有 1 个软件包
35/35发布时效 — 最近一次发布于 1 天前
20/20版本历史 — 386 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesgithub.com/giantswarm/mcp-kubernetes
ecosystemsgo
any_deprecated
min_days_since_publish1

工程质量

基础的工程与文档实践是否到位?

86优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 9 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yml
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 2 个主题标签
0/10Wiki
所用输入
topicskubernetes, mcp-server
has_wiki
homepage
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

66中等 · 占总体的 16%

安全态势

58中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
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
0/7.5Code-Review — Found 0/4 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 11 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
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
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.8
已排除计分(无数据或不适用):branch_protection, packaging。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories4
affected_packages3
assessed_packages112
unassessed_packages0
affected_by_severitycritical 1, moderate 1, unknown 1
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 112 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

92优秀 · 占总体的 0%
评分方式
45/45代理指令 — .cursor/rules/architecture.mdc, .cursor/rules/dev_workflow.mdc, .cursor/rules/mcp-debugging.mdc, .cursor/rules/zz_generated.base-llm-rules.mdc, .cursor/rules/zz_generated.go-llm-rules.mdc
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 31 次人类提交中有 31 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share1
agent_instruction_files.cursor/rules/architecture.mdc, .cursor/rules/dev_workflow.mdc, .cursor/rules/mcp-debugging.mdc, .cursor/rules/zz_generated.base-llm-rules.mdc, .cursor/rules/zz_generated.go-llm-rules.mdc
agent_instruction_max_bytes9,949
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yml
11/11静态类型检查 — Go(静态类型)
10/10可复现环境 — Dockerfile, lockfile
8/10已体现的代理实践 — 最近 100 次提交中有 4 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 53 次为自动依赖更新
6/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
所用输入
has_nix
has_tests
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.04
toolchain_manifestsgo.mod
dependency_bot_commit_share0.53
评分方式
45/45可类型检查的代码 — Go(静态类型)
54.7/55可控的文件大小 — 采样的 184 个源文件中有 1 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes61,135
source_files_sampled184
oversized_source_files1

关键数据

1GitHub 星标
12贡献者
384最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数(bus factor)
19开放议题
Go软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

更多细节

OpenSSF Scorecard 5.8 / 10
5.8综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-25 13:14 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
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
0Code-ReviewFound 0/4 approved changesets -- score normalized to 0
10Contributorsproject has 11 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
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
8Vulnerabilities2 existing vulnerabilities detected
直接依赖 24
注册表软件包版本约束清单文件
Gogithub.com/creativeprojects/go-selfupdatev1.6.0go.mod
Gogithub.com/giantswarm/mcp-oauthv1.2.0go.mod
Gogithub.com/giantswarm/mcp-toolkitv0.2.9go.mod
Gogithub.com/mark3labs/mcp-gov0.57.0go.mod
Gogithub.com/prometheus/client_golangv1.24.1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.44.0go.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/exporters/stdout/stdoutmetricv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/stdout/stdouttracev1.44.0go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/textv0.40.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gok8s.io/apiv0.36.3go.mod
Gok8s.io/apimachineryv0.36.3go.mod
Gok8s.io/client-gov0.36.3go.mod
全部依赖 112

来自 GitHub 依赖图的完整解析依赖集合:24 个直接依赖与 88 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
Gogithub.com/creativeprojects/go-selfupdatev1.6.0直接
Gogithub.com/giantswarm/mcp-oauthv1.2.0直接
Gogithub.com/giantswarm/mcp-toolkitv0.2.9直接
Gogithub.com/mark3labs/mcp-gov0.57.0直接
Gogithub.com/prometheus/client_golangv1.24.1直接
Gogithub.com/spf13/cobrav1.10.2直接
Gogithub.com/stretchr/testifyv1.11.1直接
Gogo.opentelemetry.io/otelv1.44.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.44.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0直接
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0直接
Gogo.opentelemetry.io/otel/exporters/stdout/stdoutmetricv1.44.0直接
Gogo.opentelemetry.io/otel/exporters/stdout/stdouttracev1.44.0直接
Gogo.opentelemetry.io/otel/metricv1.44.0直接
Gogo.opentelemetry.io/otel/sdkv1.44.0直接
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0直接
Gogo.opentelemetry.io/otel/tracev1.44.0直接
Gogolang.org/x/oauth2v0.36.0直接
Gogolang.org/x/syncv0.22.0直接
Gogolang.org/x/textv0.40.0直接
Gogolang.org/x/timev0.15.0直接
Gok8s.io/apiv0.36.3直接
Gok8s.io/apimachineryv0.36.3直接
Gok8s.io/client-gov0.36.3直接
Gocloud.google.com/go/compute/metadatav0.9.0间接
Gocode.gitea.io/sdk/giteav0.23.2间接
Gogithub.com/42wim/httpsigv1.2.4间接
Gogithub.com/beorn7/perksv1.0.1间接
Gogithub.com/cenkalti/backoff/v5v5.0.3间接
Gogithub.com/cespare/xxhash/v2v2.3.0间接
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33cc间接
Gogithub.com/davidmz/go-pageantv1.0.2间接
Gogithub.com/emicklei/go-restful/v3v3.13.0间接
Gogithub.com/fxamacker/cbor/v2v2.9.0间接
Gogithub.com/go-fed/httpsigv1.1.0间接
Gogithub.com/go-jose/go-jose/v4v4.1.4间接
Gogithub.com/go-logr/logrv1.4.3间接
Gogithub.com/go-logr/stdrv1.2.2间接
Gogithub.com/go-openapi/jsonpointerv0.21.1间接
Gogithub.com/go-openapi/jsonreferencev0.21.0间接
Gogithub.com/go-openapi/swagv0.23.1间接
Gogithub.com/google/gnostic-modelsv0.7.0间接
Gogithub.com/google/go-github/v86v86.0.0间接
Gogithub.com/google/go-querystringv1.2.0间接
Gogithub.com/google/jsonschema-gov0.4.2间接
Gogithub.com/google/uuidv1.6.0间接
Gogithub.com/gorilla/websocketv1.5.4-0.20250319132907-e064f32e3674间接
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.29.0间接
Gogithub.com/hashicorp/go-cleanhttpv0.5.2间接
Gogithub.com/hashicorp/go-retryablehttpv0.7.8间接
Gogithub.com/hashicorp/go-versionv1.9.0间接
Gogithub.com/inconshreveable/mousetrapv1.1.0间接
Gogithub.com/josharian/internv1.0.0间接
Gogithub.com/json-iterator/gov1.1.12间接
Gogithub.com/mailru/easyjsonv0.9.0间接
Gogithub.com/masterminds/semver/v3v3.5.0间接
Gogithub.com/moby/spdystreamv0.5.1间接
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1dd间接
Gogithub.com/modern-go/reflect2v1.0.3-0.20250322232337-35a7c28c31ee间接
Gogithub.com/munnerz/goautonegv0.0.0-20191010083416-a7dc8b61c822间接
Gogithub.com/pmezard/go-difflibv1.0.1-0.20181226105442-5d4384ee4fb2间接
Gogithub.com/prometheus/client_modelv0.6.2间接
Gogithub.com/prometheus/commonv0.70.1间接
Gogithub.com/prometheus/otlptranslatorv1.0.0间接
Gogithub.com/prometheus/procfsv0.21.1间接
Gogithub.com/santhosh-tekuri/jsonschema/v6v6.0.2间接
Gogithub.com/spf13/castv1.9.2间接
Gogithub.com/spf13/pflagv1.0.9间接
Gogithub.com/ulikunitz/xzv0.5.15间接
Gogithub.com/valkey-io/valkey-gov1.0.76间接
Gogithub.com/x448/float16v0.8.4间接
Gogithub.com/yosida95/uritemplate/v3v3.0.2间接
Gogitlab.com/gitlab-org/api/client-gov1.46.0间接
Gogo.opentelemetry.io/auto/sdkv1.2.1间接
Gogo.opentelemetry.io/contrib/bridges/otelslogv0.19.0间接
Gogo.opentelemetry.io/contrib/bridges/prometheusv0.69.0间接
Gogo.opentelemetry.io/contrib/exporters/autoexportv0.69.0间接
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpcv0.20.0间接
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.20.0间接
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.44.0间接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.44.0间接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0间接
Gogo.opentelemetry.io/otel/exporters/stdout/stdoutlogv0.20.0间接
Gogo.opentelemetry.io/otel/logv0.20.0间接
Gogo.opentelemetry.io/otel/sdk/logv0.20.0间接
Gogo.opentelemetry.io/proto/otlpv1.10.0间接
Gogo.yaml.in/yaml/v2v2.4.4间接
Gogo.yaml.in/yaml/v3v3.0.4间接
Gogolang.org/x/cryptov0.54.0间接
Gogolang.org/x/netv0.57.0间接
Gogolang.org/x/sysv0.47.0间接
Gogolang.org/x/termv0.45.0间接
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20260526163538-3dc84a4a5aaa间接
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20260526163538-3dc84a4a5aaa间接
Gogoogle.golang.org/grpcv1.81.1间接
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996af间接
Gogopkg.in/evanphx/json-patch.v4v4.13.0间接
Gogopkg.in/inf.v0v0.9.1间接
Gogopkg.in/yaml.v3v3.0.1间接
Gok8s.io/klog/v2v2.140.0间接
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Gosigs.k8s.io/jsonv0.0.0-20250730193827-2d320260d730间接
Gosigs.k8s.io/randfillv1.0.0间接
Gosigs.k8s.io/structured-merge-diff/v6v6.3.3间接
Gosigs.k8s.io/yamlv1.6.0间接
PyPIpykube-ng23.6.0间接
PyPIpytest8.4.2间接
PyPIpytest-helm-charts1.3.4间接
PyPIpytest-rerunfailures16.3间接
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依赖安全公告 3

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 112 个包,其中也包含从不交付的开发与测试版本固定:3 个存在已知公告,0 个为直接依赖。

软件包版本关系严重程度公告数修复版本
google.golang.org/grpcv1.81.1间接严重11.82.1
pytest8.4.2间接29.0.3
golang.org/x/cryptov0.54.0间接未知1

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
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          "body": "* feat(server): wire AllowPrivateIPJWKSHosts through TrustedIssuerConfig\n\nExpose the mcp-oauth AllowPrivateIPJWKSHosts field in the OAUTH_TRUSTED_ISSUERS\nJSON config so operators can narrow the SSRF escape hatch to a specific in-cluster\nhostname instead of setting the blanket allowPrivateIPJWKS flag.\n\nRequires mcp-oauth with AllowPrivateIPJWKSHosts support (unreleased).\n\n* feat(schema): add allowPrivateIPJWKSHosts to trustedIssuers",
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          "headline": "feat(schema): add allowPrivateIPJWKSHosts to trustedIssuers (#510)",
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          "headline": "chore(deps): update dependency helm to v3.21.2 (#489)",
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          "body": "Bumps mcp-oauth to v0.14.1, which replaces TokenSourceTrustedIssuer with\nTokenSourceM2M/TokenSourceOBO and removes IsDelegated().\n\nThe OBO impersonation branch now keys off UserInfo.IsOBO(); the RequireIdentity\nemail-check bypass keys off UserInfo.IsExternalIssuer() instead of comparing\nTokenSource to the removed constant. External-issuer audit events record a\nvalidation_method of m2m or obo.",
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          "body": "…t (#504)\n\nKubernetes impersonation does not inherit the real-auth effective groups,\nincluding system:authenticated. Without it the impersonated identity is\ndenied access to API discovery endpoints (system:discovery ClusterRole is\nbound to system:authenticated), ServerPreferredResources() silently\nr\n[…]\noth paths affected:\n- M2M: appendIfMissing(impersonateGroups, \"system:authenticated\")\n- OBO: Groups: []string{\"system:authenticated\"} (removes wrong comment\n  that claimed kube-apiserver auto-adds it)",
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          "body": "…ireIdentity (#503)\n\nRequireIdentity rejects tokens where UserInfo.Email is empty. M2M tokens from\nmuster have sub=SA and no email claim. AccessTokenInjector handles their\nidentity (Impersonate-User via ImpersonateUser config, not email). Skipping\nthe email gate for TokenSourceTrustedIssuer tokens lets M2M reach the injector.",
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          "body": "…Groups (#501)\n\n* feat(m2m): pure-projector M2M path with impersonateUser + impersonateGroups allow-lists\n\nReplace the alias-namespace construction (Design A) with a pure projection\nmodel (Design B). M2M entries no longer carry an alias; instead:\n\n- ImpersonateUser: exact subject gate (token sub mus\n[…]\ngo mod tidy after mcp-oauth v0.14.0 upgrade\n\n* chore: goimports formatting\n\n* docs: M2M and OBO trusted-issuer identity model\n\n* chore: update CHANGELOG for M2M pure-projector + multi-entry-per-issuer",
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          "headline": "fix: M2M alias dedup + allow same issuer URL for M2M+OBO (#497)",
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          "body": "…#495)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>",
          "is_bot": true,
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          "body": "…#494)\n\nAdd trustedIssuers[].subjectClaim so the muster-obo issuer remaps the\nvalidated subject onto the email claim while the opaque sub stays the\nstable id. The in-process subject gate and startup validation now key off\nthe effective subject claim (subjectClaim, or sub by default); mcp-oauth\nevalu\n[…]\ntion chain, not only the leaf, so multi-hop A2A delegation is\nauthorized. The leaf comes from the validated UserInfo; deeper hops are\nread from the authentic token payload.\n\nBump mcp-oauth to v0.10.2.",
          "is_bot": false,
          "headline": "feat(obo): per-issuer subjectClaim remap + act-chain actor matching (…",
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          "headline": "chore: align files according to platform standards (#493)",
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          "is_bot": true,
          "headline": "fix(deps): update module github.com/giantswarm/mcp-oauth to v0.9.0 (#…",
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          "is_bot": true,
          "headline": "fix(deps): update module github.com/giantswarm/mcp-oauth to v0.8.0 (#…",
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          "body": "…(#485)\n\n* feat(obo): per-actor subject scoping and unrestricted users grant\n\nallowedActors changes from []string to []{sub, allowedSubjects}.\nEach actor entry names an agent SA and optionally restricts the human\nsubjects it may impersonate via glob patterns (*@domain.com or ns:*).\n\nPer-actor subjec\n[…]\n resources behind {{- if .alias }}.\nUpdate the values.yaml comment and add an OBO-only issuer example.\nAdd a helm unit test confirming no Namespace or M2M ClusterRole is\nemitted when alias is omitted.",
          "is_bot": false,
          "headline": "feat(chart): make trustedIssuers alias optional for OBO-only issuers …",
          "author_name": "Quentin Bisson",
          "author_login": "QuentinBisson",
          "committed_at": "2026-06-18T06:44:50Z",
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        {
          "oid": "f4f1ef06b7273681db83dc9584d06b19d977407c",
          "body": "* feat(obo): per-actor subject scoping and unrestricted users grant\n\nallowedActors changes from []string to []{sub, allowedSubjects}.\nEach actor entry names an agent SA and optionally restricts the human\nsubjects it may impersonate via glob patterns (*@domain.com or ns:*).\n\nPer-actor subject enforce\n[…]\n: existing flat-string allowedActors values must migrate to the\nstruct form.\n\n* chore(rbac): remove explanatory comment from OBO rules block\n\n* chore(rbac): restore OBO comment without phase reference",
          "is_bot": false,
          "headline": "feat(obo): per-actor subject scoping + unrestricted users grant (#483)",
          "author_name": "Quentin Bisson",
          "author_login": "QuentinBisson",
          "committed_at": "2026-06-18T00:22:55Z",
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        {
          "oid": "6b478ab54c1bf94157c6f353bdb92630eedde879",
          "body": "* feat(obo): add OBO Phase 2 human-via-agent impersonation\n\nExternal-issuer tokens carrying an RFC 8693 act claim now take an OBO\nbranch in the access-token injector. Impersonate-User is set to the human\nsubject; Impersonate-Extra-actor carries the agent SA sub so the\nkube-apiserver audit log record\n[…]\nto\n[] so no impersonate users grant is emitted unless explicitly populated.\n\nLive e2e is deferred pending muster#851 (OBO token producer).\n\nCloses #477\n\n* fix: gofmt struct field alignment in OBO test",
          "is_bot": false,
          "headline": "feat(obo): OBO Phase 2 — human-via-agent impersonation (#482)",
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          "committed_at": "2026-06-17T22:07:00Z",
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          "body": "…481)\n\n* fix(deps): update module github.com/giantswarm/mcp-oauth to v0.7.1\n\n* go mod tidy\n\n---------\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Quentin Bisson <quentin.bisson@gmail.com>\nCo-authored-by: QuentinBisson <quentin@giantswarm.io>",
          "is_bot": true,
          "headline": "fix(deps): update module github.com/giantswarm/mcp-oauth to v0.7.1 (#…",
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          "oid": "2d995d4121b8c65dbe6c0e19e3c72f89c8d176bc",
          "body": "…trict schema) (#403)\n\n* adopt mcp-toolkit partial: responsecap, timeout, logging, serviceName var\n\nWire the toolkit's responsecap (default 128 KiB cap, typed\nresponse_too_large error with IsError=true) and timeout (30s default)\nmiddleware on every tool call. Replace the bare slog.NewTextHandler in\n\n[…]\nts on serviceName var and logging init\n\nCo-authored-by: Quentin Bisson <quentin@giantswarm.io>\n\n* bump mcp-toolkit v0.1.0 → v0.2.9; migrate logging.New → logging.Init; add WithStrictInputSchemaDefault",
          "is_bot": false,
          "headline": "feat: adopt mcp-toolkit v0.2.9 (responsecap, timeout, logging.Init, s…",
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          "author_login": "QuentinBisson",
          "committed_at": "2026-06-17T20:54:55Z",
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          "body": "…480)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Quentin Bisson <quentin.bisson@gmail.com>",
          "is_bot": true,
          "headline": "fix(deps): update module github.com/giantswarm/mcp-oauth to v0.7.0 (#…",
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          "oid": "c1a9e7d306f06af7eff4de623a56df519c325c31",
          "body": "- Startup validation now rejects bare '*' as allowedClaims.sub and\n  catches duplicate issuer URLs and aliases before server start.\n- matchesSubGlob: require non-empty prefix before wildcard match so\n  a lone '*' pattern never matches any subject.\n- Valkey encryption log moved to after valkey.New() \n[…]\nache keyed on\n  UserName+Actor to avoid reallocating rest.Config per request;\n  add Actor field to ImpersonationIdentity and inject it into\n  Impersonate-Extra-actor without mutating the caller's map.",
          "is_bot": false,
          "headline": "fix(m2m): close six security issues found in PR review (#479)",
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          "committed_at": "2026-06-17T20:17:17Z",
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          "body": "…476)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Quentin Bisson <quentin.bisson@gmail.com>",
          "is_bot": true,
          "headline": "fix(deps): update module github.com/giantswarm/mcp-oauth to v0.6.0 (#…",
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          "oid": "14f04404ba3c9324e37ba01eb8c6474727e5e9db",
          "body": "When a caller presents a structurally valid JWT (signature OK, audience\nOK, exp OK) but has no email claim, the request was reaching tool\ndispatch and failing with a misleading \"unknown resource type\" error\nfrom the discovery client. The real problem: with no email claim there\nis no Impersonate-User\n[…]\ned by the M2M smoke test on glean (giantswarm/giantswarm#35672)\nwhen a service-account subject was not in muster's\noauth.server.machinePrincipals.\n\nSigned-off-by: QuentinBisson <quentin@giantswarm.io>",
          "is_bot": false,
          "headline": "Fail fast when bearer token has no email claim (#441)",
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        {
          "oid": "100b315c83a36b9b01a7779098ea696de2bb965a",
          "body": "* Bump mcp-oauth to v0.2.182, add TRUSTED_ISSUERS for M2M JWT acceptance\n\n- Bump github.com/giantswarm/mcp-oauth v0.2.142 -> v0.2.182.\n- Add TRUSTED_ISSUERS env var (JSON array) to configure external JWT\n  issuers trusted at /mcp. Each entry carries issuer, jwksURL,\n  allowedAudiences, and allowPriv\n[…]\ntity.Actor field).\nPhase 1B only handles M2M tokens; this branch's mcp-oauth version has no Act\nfield on UserInfo. Remove the OBO conditional and keep only the M2M path with\nall security fixes intact.",
          "is_bot": false,
          "headline": "feat: M2M trusted-issuer impersonation (Phase 1B) (#439)",
          "author_name": "Quentin Bisson",
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          "headline": "fix(deps): update module github.com/mark3labs/mcp-go to v0.55.0 (#475)",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 41,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 12,
              "top_contributor_share": 0.638
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 64% of commits",
                "points": 8.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 64
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "12 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 12
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 11 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "merged_prs": 414,
              "open_issues": 19,
              "closed_issues": 92,
              "issue_closed_ratio": 0.829,
              "closed_unmerged_prs": 31
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "83% of issues closed",
                "points": 38.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 83
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "414/445 decided PRs merged",
                "points": 35.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 414,
                      "decided": 445
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/4 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "followers": 143,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "giantswarm",
              "public_repos": 1163,
              "account_age_days": 4457
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "143 followers of giantswarm",
                "points": 15.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 143,
                      "login": "giantswarm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "1163 public repos, account ~12 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 1163
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/giantswarm/mcp-kubernetes"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 1
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "386 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 386
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "kubernetes",
                "mcp-server"
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              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "2 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 66,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "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 0/4 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 11 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 6 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 6",
                "points": 3,
                "status": "partial",
                "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": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 112 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 112
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 4,
              "affected_packages": 3,
              "assessed_packages": 112,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, moderate 1, unknown 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 112,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
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            ]
          },
          {
            "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": 21
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 92,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                ".cursor/rules/architecture.mdc",
                ".cursor/rules/dev_workflow.mdc",
                ".cursor/rules/mcp-debugging.mdc",
                ".cursor/rules/zz_generated.base-llm-rules.mdc",
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              "agent_instruction_max_bytes": 9949
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".cursor/rules/architecture.mdc, .cursor/rules/dev_workflow.mdc, .cursor/rules/mcp-debugging.mdc, .cursor/rules/zz_generated.base-llm-rules.mdc, .cursor/rules/zz_generated.go-llm-rules.mdc",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".cursor/rules/architecture.mdc, .cursor/rules/dev_workflow.mdc, .cursor/rules/mcp-debugging.mdc, .cursor/rules/zz_generated.base-llm-rules.mdc, .cursor/rules/zz_generated.go-llm-rules.mdc"
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                  }
                ],
                "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": "31 of 31 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 31,
                      "sampled": 31
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.04,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.53
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "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": "4 of the last 100 commits agent-authored or agent-credited",
                "points": 8,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
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                "detail": "53 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 53,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "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": 61135,
              "source_files_sampled": 184,
              "oversized_source_files": 1
            },
            "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": "1/184 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 184,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T13:15:11.747727Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/giantswarm/mcp-kubernetes.svg",
  "full_name": "giantswarm/mcp-kubernetes",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计Go.