Public record
Software health reportschema 0.12.0 · metrics 2.10.0 · 2026-07-17 18:06 UTC

manusa / kubernetes-mcp-server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

GoApache-2.0★ 1,822 stars⑂ 390 forkssince Feb 2025View on GitHub ↗
KindCommand-line toolhow this is determined

manusa/kubernetes-mcp-server holds a health index of 90 out of 100, placing it in the Excellent band. It scores highest on Vitality (95/100) and lowest on Security (47/100). It was last updated today. 2 contributors account for most of its recent work.

90
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

90
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 76 is calibrated to 90 on the published index scale (record calibration 2026-08-02).

Ownership

ContainersOrganization
6,402 followers107 public repossince Nov 2013

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/containers/kubernetes-mcp-serverpoints to another repo — not scoredv0.0.65-652 days ago
PyPIkubernetes-mcp-serverpoints to another repo — not scored0.0.6513,881452 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

95Exceptional · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
34.6/36Commit cadence50/52 weeks with commits
18/18Commit volume743 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year743
human_commit_share
days_since_last_push0
active_weeks_last_year50
How it's scored
27/27Ships releases65 releases published
36/36Release recencylatest release 2 days ago
27/27Release cadencea release every ~22.6 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count65
latest_release_tagv0.0.65
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases22.6

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

75Good · 17% of overall
How it's scored
52.9/60Stars1,822 stars
21.6/25Forks390 forks
5.6/15Watchers11 watchers
Inputs used
forks390
stars1,822
watchers11
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

80Excellent · 23% of overall
How it's scored
25.2/54Bus factor2 contributor(s) cover half of all commits
13.2/22.5Commit distributiontop contributor authored 41% of commits
13.5/13.5Contributor breadth66 contributors
10/10OpenSSF Scorecard: Contributorsproject has 35 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled66
top_contributor_share0.413
How it's scored
33.7/42Issue resolution80% of issues closed
24.6/30PR acceptance852/1,037 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
12/15OpenSSF Scorecard: Code-ReviewFound 20/23 approved changesets -- score normalized to 8
Inputs used
merged_prs852
open_issues44
closed_issues178
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.802
closed_unmerged_prs185
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
25/25Owner reach6,402 followers of containers
25/25Track record107 public repos, account ~12 yr old
Inputs used
followers6,402
owner_typeOrganization
is_verified
owner_logincontainers
public_repos107
account_age_days4,635
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

75Good · 19% of overall
How it's scored
24/24CI workflows13 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics9 topics
10/10Wiki
Inputs used
topicscontainers, context, kubernetes, mcp, model, openshift, protocol, modelcontextprotocol, kubernetes-mcp
has_wikiyes
homepage
docs_site
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

47Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionbranch protection not enabled on development/release branches
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6/7.5Code-ReviewFound 20/23 approved changesets -- score normalized to 8
2.5/2.5Contributorsproject has 35 contributing companies or organizations
0/10Dangerous-Workflowdangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0/5SASTSAST tool is not run on all commits -- score normalized to 0
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3.8/7.5Vulnerabilities5 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.7

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

82Excellent · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit historyno data
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes20,445
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrapMakefile, evals/tasks/kiali/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checkingGo (statically typed)
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno data
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, uv.lock
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, evals/tasks/kiali/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
45/45Type-checkable codeGo (statically typed)
55/55Manageable file sizes0/322 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes55,449
source_files_sampled322
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

1,822GitHub stars
66contributors
743commits, last 12 months
0days since last push
65releases
2bus factor
44open issues
Go, PyPIpackage ecosystems

Data collection warnings

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

More detail

OpenSSF Scorecard 4.7 / 10
4.7aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-17 18:06 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 20/23 approved changesets -- score normalized to 8
10Contributorsproject has 35 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5Vulnerabilities5 existing vulnerabilities detected
Direct dependencies 53
RegistryPackageVersion constraintManifest
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
All dependencies 209

Full resolved dependency set from the GitHub dependency graph: 53 direct and 156 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/burntsushi/tomlv1.6.0direct
Gogithub.com/coreos/go-oidc/v3v3.20.0direct
Gogithub.com/fsnotify/fsnotifyv1.10.1direct
Gogithub.com/go-jose/go-jose/v4v4.1.4direct
Gogithub.com/go-logr/logrv1.4.3direct
Gogithub.com/google/gnostic-modelsv0.7.1direct
Gogithub.com/google/jsonschema-gov0.4.3direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1direct
Gogithub.com/prometheus/client_golangv1.23.2direct
Gogithub.com/spf13/aferov1.15.0direct
Gogithub.com/spf13/cobrav1.10.2direct
Gogithub.com/spf13/pflagv1.0.10direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogithub.com/tektoncd/pipelinev1.13.1direct
Gogithub.com/yosida95/uritemplate/v3v3.0.2direct
Gogo.opentelemetry.io/contrib/bridges/otellogrv0.19.0direct
Gogo.opentelemetry.io/otelv1.44.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpcv0.20.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.20.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.44.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.44.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.44.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0direct
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0direct
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0direct
Gogo.opentelemetry.io/otel/logv0.20.0direct
Gogo.opentelemetry.io/otel/log/logtestv0.20.0direct
Gogo.opentelemetry.io/otel/metricv1.44.0direct
Gogo.opentelemetry.io/otel/sdkv1.44.0direct
Gogo.opentelemetry.io/otel/sdk/logv0.20.0direct
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0direct
Gogo.opentelemetry.io/otel/tracev1.44.0direct
Gogolang.org/x/modv0.38.0direct
Gogolang.org/x/oauth2v0.36.0direct
Gogolang.org/x/syncv0.22.0direct
Gogolang.org/x/timev0.15.0direct
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996afdirect
Gohelm.sh/helm/v3v3.21.3direct
Gok8s.io/apiv0.36.2direct
Gok8s.io/apiextensions-apiserverv0.36.2direct
Gok8s.io/apimachineryv0.36.2direct
Gok8s.io/cli-runtimev0.36.2direct
Gok8s.io/client-gov0.36.2direct
Gok8s.io/klog/v2v2.140.0direct
Gok8s.io/kube-openapiv0.0.0-20260317180543-43fb72c5454adirect
Gok8s.io/kubectlv0.36.2direct
Gok8s.io/metricsv0.36.2direct
Gok8s.io/streamingv0.36.2direct
Gok8s.io/utilsv0.0.0-20260210185600-b8788abfbbc2direct
Gosigs.k8s.io/controller-runtimev0.24.1direct
Gosigs.k8s.io/controller-runtime/tools/setup-envtestv0.24.1direct
Gosigs.k8s.io/yamlv1.6.0direct
Gocel.dev/exprv0.25.1indirect
Godario.cat/mergov1.0.2indirect
Gogithub.com/antlr4-go/antlr/v4v4.13.1indirect
Gogithub.com/asaskevich/govalidatorv0.0.0-20230301143203-a9d515a09cc2indirect
Gogithub.com/azure/go-ansitermv0.0.0-20250102033503-faa5f7b0171cindirect
Gogithub.com/beorn7/perksv1.0.1indirect
Gogithub.com/blang/semver/v4v4.0.0indirect
Gogithub.com/cenkalti/backoff/v5v5.0.3indirect
Gogithub.com/cespare/xxhash/v2v2.3.0indirect
Gogithub.com/chai2010/gettext-gov1.0.3indirect
Gogithub.com/cyphar/filepath-securejoinv0.7.0indirect
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
Gogithub.com/emicklei/go-restful/v3v3.13.0indirect
Gogithub.com/evanphx/json-patchv5.9.11+incompatibleindirect
Gogithub.com/evanphx/json-patch/v5v5.9.11indirect
Gogithub.com/exponent-io/jsonpathv0.0.0-20210407135951-1de76d718b3findirect
Gogithub.com/fatih/colorv1.18.0indirect
Gogithub.com/fxamacker/cbor/v2v2.9.0indirect
Gogithub.com/go-errors/errorsv1.4.2indirect
Gogithub.com/go-gorp/gorp/v3v3.1.0indirect
Gogithub.com/go-logr/stdrv1.2.2indirect
Gogithub.com/go-openapi/jsonpointerv0.21.1indirect
Gogithub.com/go-openapi/jsonreferencev0.21.0indirect
Gogithub.com/go-openapi/swagv0.23.1indirect
Gogithub.com/gobwas/globv0.2.3indirect
Gogithub.com/google/btreev1.1.3indirect
Gogithub.com/google/cel-gov0.28.1indirect
Gogithub.com/google/go-cmpv0.7.0indirect
Gogithub.com/gorilla/websocketv1.5.4-0.20250319132907-e064f32e3674indirect
Gogithub.com/gosuri/uitablev0.0.4indirect
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.29.0indirect
Gogithub.com/hashicorp/errwrapv1.1.0indirect
Gogithub.com/hashicorp/go-multierrorv1.1.1indirect
Gogithub.com/huandu/xstringsv1.5.0indirect
Gogithub.com/inconshreveable/mousetrapv1.1.0indirect
Gogithub.com/jmoiron/sqlxv1.4.0indirect
Gogithub.com/josharian/internv1.0.0indirect
Gogithub.com/json-iterator/gov1.1.12indirect
Gogithub.com/lann/builderv0.0.0-20180802200727-47ae307949d0indirect
Gogithub.com/lann/psv0.0.0-20150810152359-62de8c46ede0indirect
Gogithub.com/lib/pqv1.12.3indirect
Gogithub.com/liggitt/tabwriterv0.0.0-20181228230101-89fcab3d43deindirect
Gogithub.com/mailru/easyjsonv0.9.0indirect
Gogithub.com/makenowjust/heredocv1.0.0indirect
Gogithub.com/masterminds/goutilsv1.1.1indirect
Gogithub.com/masterminds/semver/v3v3.5.0indirect
Gogithub.com/masterminds/sprig/v3v3.3.0indirect
Gogithub.com/masterminds/squirrelv1.5.4indirect
Gogithub.com/mattn/go-colorablev0.1.14indirect
Gogithub.com/mattn/go-isattyv0.0.20indirect
Gogithub.com/mattn/go-runewidthv0.0.16indirect
Gogithub.com/mitchellh/copystructurev1.2.0indirect
Gogithub.com/mitchellh/go-wordwrapv1.0.1indirect
Gogithub.com/mitchellh/reflectwalkv1.0.2indirect
Gogithub.com/moby/spdystreamv0.5.1indirect
Gogithub.com/moby/termv0.5.2indirect
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1ddindirect
Gogithub.com/modern-go/reflect2v1.0.3-0.20250322232337-35a7c28c31eeindirect
Gogithub.com/monochromegane/go-gitignorev0.0.0-20200626010858-205db1a8cc00indirect
Gogithub.com/munnerz/goautonegv0.0.0-20191010083416-a7dc8b61c822indirect
Gogithub.com/opencontainers/go-digestv1.0.0indirect
Gogithub.com/opencontainers/image-specv1.1.1indirect
Gogithub.com/peterbourgon/diskvv2.0.1+incompatibleindirect
Gogithub.com/pkg/errorsv0.9.1indirect
Gogithub.com/pmezard/go-difflibv1.0.1-0.20181226105442-5d4384ee4fb2indirect
Gogithub.com/prometheus/client_modelv0.6.2indirect
Gogithub.com/prometheus/commonv0.67.5indirect
Gogithub.com/prometheus/otlptranslatorv1.0.0indirect
Gogithub.com/prometheus/procfsv0.20.1indirect
Gogithub.com/rivo/unisegv0.2.0indirect
Gogithub.com/rubenv/sql-migratev1.8.1indirect
Gogithub.com/russross/blackfriday/v2v2.1.0indirect
Gogithub.com/santhosh-tekuri/jsonschema/v6v6.0.2indirect
Gogithub.com/segmentio/asmv1.1.3indirect
Gogithub.com/segmentio/encodingv0.5.4indirect
Gogithub.com/shopspring/decimalv1.4.0indirect
Gogithub.com/spf13/castv1.7.1indirect
Gogithub.com/x448/float16v0.8.4indirect
Gogithub.com/xlab/treeprintv1.2.0indirect
Gogo.opentelemetry.io/auto/sdkv1.2.1indirect
Gogo.opentelemetry.io/otel/exporters/stdout/stdouttracev1.43.0indirect
Gogo.opentelemetry.io/proto/otlpv1.10.0indirect
Gogo.yaml.in/yaml/v2v2.4.4indirect
Gogo.yaml.in/yaml/v3v3.0.4indirect
Gogolang.org/x/cryptov0.53.0indirect
Gogolang.org/x/expv0.0.0-20251219203646-944ab1f22d93indirect
Gogolang.org/x/netv0.55.0indirect
Gogolang.org/x/sysv0.46.0indirect
Gogolang.org/x/termv0.44.0indirect
Gogolang.org/x/textv0.38.0indirect
Gogomodules.xyz/jsonpatch/v2v2.5.0indirect
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20260526163538-3dc84a4a5aaaindirect
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20260526163538-3dc84a4a5aaaindirect
Gogoogle.golang.org/grpcv1.81.1indirect
Gogopkg.in/evanphx/json-patch.v4v4.13.0indirect
Gogopkg.in/inf.v0v0.9.1indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Gok8s.io/apiserverv0.36.2indirect
Gok8s.io/component-basev0.36.2indirect
Goknative.dev/pkgv0.0.0-20260318013857-98d5a706d4fdindirect
Gooras.land/oras-go/v2v2.6.1indirect
Gosigs.k8s.io/jsonv0.0.0-20250730193827-2d320260d730indirect
Gosigs.k8s.io/kustomize/apiv0.21.1indirect
Gosigs.k8s.io/kustomize/kyamlv0.21.1indirect
Gosigs.k8s.io/randfillv1.0.0indirect
Gosigs.k8s.io/structured-merge-diff/v6v6.3.2indirect
PyPIaiohappyeyeballs2.6.2indirect
PyPIaiohttp3.14.1indirect
PyPIaiosignal1.4.0indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.14.1indirect
PyPIattrs26.1.0indirect
PyPIcertifi2026.6.17indirect
PyPIcffi2.0.0indirect
PyPIclick8.4.2indirect
PyPIcolorama0.4.6indirect
PyPIcryptography49.0.0indirect
PyPIfrozenlist1.8.0indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx0.28.1indirect
PyPIhttpx-sse0.4.3indirect
PyPIidna3.18indirect
PyPIiniconfig2.3.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkubernetes-asyncio36.1.0indirect
PyPIkubernetes-mcp-server-e2e0.1.0indirect
PyPImcp1.28.1indirect
PyPImultidict6.7.1indirect
PyPIpackaging26.2indirect
PyPIpluggy1.6.0indirect
PyPIpropcache0.5.2indirect
PyPIpycparser3.0indirect
PyPIpydantic2.13.4indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-settings2.14.2indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpytest8.4.2indirect
PyPIpytest-asyncio0.26.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-multipart0.0.32indirect
PyPIpywin32312indirect
PyPIpyyaml6.0.3indirect
PyPIreferencing0.37.0indirect
PyPIrpds-py2026.5.1indirect
PyPIsix1.17.0indirect
PyPIsse-starlette3.4.5indirect
PyPIstarlette1.3.1indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPIurllib32.7.0indirect
PyPIuvicorn0.49.0indirect
PyPIyarl1.24.2indirect
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.12.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo, PyPI.