Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-24 05:57 UTC

Blankcut / kubernetes-mcp-server

A GitOps Model Context Protocol (MCP) Server.

GoMIT★ 9 stars⑂ 3 forkssince Mar 2025View on GitHub ↗
KindNetwork serviceLibraryMCP serverhow this is determined

Blankcut/kubernetes-mcp-server holds a health index of 65 out of 100, placing it in the Good band. It scores highest on Engineering Quality (84/100) and lowest on Sustainability & Governance (42/100). It was last updated 6 days ago. A single contributor accounts for most of its recent work.

65
overall / 100
Good

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.

65
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 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).

Ownership

Blank Cut Inc.Organization
1 follower3 public repossince Mar 2022

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/Blankcut/kubernetes-mcp-serverv1.0.4-5179 days ago

Metrics by category

Vitality

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

73Good · 21% of overall
How it's scored
36/36Push recencylast push 6 days ago
4.2/36Commit cadence6/52 weeks with commits
16.4/18Commit volume66 commits in the last year
10/10OpenSSF Scorecard: Maintained24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year66
human_commit_share0.88
days_since_last_push6
active_weeks_last_year6
How it's scored
27/27Ships releases4 releases published
27/36Release recencylatest release 179 days ago
27/27Release cadencea release every ~0.7 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count4
latest_release_tagv1.0.4
releases_from_tagsno
days_since_latest_release179
mean_days_between_releases0.7

Community & Adoption

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

45Weak · 17% of overall
How it's scored
14.6/60Stars9 stars
2.5/25Forks3 forks
0/15Watchers1 watchers
Inputs used
forks3
stars9
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges7
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, goreportcard.com, shields.io
has_pull_request_templateyes

Sustainability & Governance

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

42Weak · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/42Issue resolutionno issues or no data
11.5/30PR acceptance15/39 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/9 approved changesets -- score normalized to 0
Inputs used
merged_prs15
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio
closed_unmerged_prs24
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domain
2.2/25Owner reach1 followers of Blankcut
13.3/25Track record3 public repos, account ~4 yr old
Inputs used
followers1
owner_typeOrganization
is_verifiedno
owner_loginBlankcut
public_repos3
account_age_days1,629

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on go
35/35Publish recencylatest publish 179 days ago
20/20Version history5 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/Blankcut/kubernetes-mcp-server
ecosystemsgo
any_deprecatedno
min_days_since_publish179

Engineering Quality

Are baseline engineering and documentation practices in place?

84Excellent · 19% of overall
How it's scored
24/24CI workflows3 workflow(s)
24/24Tests present
16/16Linter config.golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
10/20OpenSSF Scorecard: CI-Tests8 out of 14 merged PRs checked by a CI test -- score normalized to 5
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://kubernetes-mcp-server.blankcut.com/
10/10Repository description
10/10Topics4 topics
10/10Wiki
Inputs used
topicsargocd, gitlab, kubernetes, mcp-server
has_wikiyes
homepagehttps://kubernetes-mcp-server.blankcut.com/
docs_sitehttps://kubernetes-mcp-server.blankcut.com/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

56Moderate · 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
1.2/2.5CI-Tests8 out of 14 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/9 approved changesets -- score normalized to 0
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained24 commit(s) and 0 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
5/5SASTSAST tool is run on all commits
0/5Security-Policysecurity policy file not detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities68 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.5

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories78
affected_packages25
assessed_packages714
unassessed_packages0
affected_by_severitycritical 2, high 12, moderate 7, low 2, unknown 2
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 714 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.

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.

70Good · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history59 of 73 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.808
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrapgo.mod, kubernetes-claude-mcp/go.mod (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config.golangci.yml
11/11Static type checkingdocs/tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice5 of the last 83 commits agent-authored or agent-credited
8/8Automated maintenance10 of the last 83 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configsdocs/tsconfig.json
agent_commit_share0.06
toolchain_manifestsgo.mod, kubernetes-claude-mcp/go.mod
dependency_bot_commit_share0.12
How it's scored
45/45Type-checkable codeGo (statically typed)
55/55Manageable file sizes0/49 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes22,510
source_files_sampled49
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files
interfaces_expected_ofnetwork-service

Key facts

9GitHub stars
1contributors
66commits, last 12 months
6days since last push
4releases
1bus factor
0open issues
Go, npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

12233312025-042025-092026-02
OpenSSF Scorecard 4.5 / 10
4.5aggregate

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 · 2026-08-24 05:56 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
5CI-Tests8 out of 14 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/9 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained24 commit(s) and 0 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
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities68 existing vulnerabilities detected
Direct dependencies 7
RegistryPackageVersion constraintManifest
Gogithub.com/gorilla/muxv1.8.1kubernetes-claude-mcp/go.mod
Gogithub.com/stretchr/testifyv1.11.1kubernetes-claude-mcp/go.mod
Gogo.uber.org/zapv1.28.0kubernetes-claude-mcp/go.mod
Gogopkg.in/yaml.v2v2.4.0kubernetes-claude-mcp/go.mod
Gok8s.io/apiv0.36.1kubernetes-claude-mcp/go.mod
Gok8s.io/apimachineryv0.36.1kubernetes-claude-mcp/go.mod
Gok8s.io/client-gov0.36.1kubernetes-claude-mcp/go.mod
All dependencies 714

Full resolved dependency set from the GitHub dependency graph: 7 direct and 707 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/gorilla/muxv1.8.1direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogo.uber.org/zapv1.28.0direct
Gogopkg.in/yaml.v2v2.4.0direct
Gok8s.io/apiv0.36.1direct
Gok8s.io/apimachineryv0.36.1direct
Gok8s.io/client-gov0.36.1direct
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
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Gogithub.com/go-openapi/jsonpointerv0.21.0indirect
Gogithub.com/go-openapi/jsonreferencev0.20.2indirect
Gogithub.com/go-openapi/swagv0.23.0indirect
Gogithub.com/google/gnostic-modelsv0.7.0indirect
Gogithub.com/google/uuidv1.6.0indirect
Gogithub.com/josharian/internv1.0.0indirect
Gogithub.com/json-iterator/gov1.1.12indirect
Gogithub.com/mailru/easyjsonv0.7.7indirect
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1ddindirect
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npmresolve1.22.10indirect
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npmserver-destroy1.0.1indirect
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npmshebang-command2.0.0indirect
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npmteex1.0.1indirect
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npmunified10.1.2indirect
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npmunist-util-generated2.0.1indirect
npmunist-util-is5.2.1indirect
npmunist-util-is6.0.0indirect
npmunist-util-modify-children3.1.1indirect
npmunist-util-position4.0.4indirect
npmunist-util-position5.0.0indirect
npmunist-util-position-from-estree1.1.2indirect
npmunist-util-remove-position4.0.2indirect
npmunist-util-stringify-position3.0.3indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit4.1.2indirect
npmunist-util-visit5.0.0indirect
npmunist-util-visit-children2.0.2indirect
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npmunist-util-visit-parents6.0.1indirect
npmupdate-browserslist-db1.1.3indirect
npmutil-deprecate1.0.2indirect
npmuvu0.5.6indirect
npmvfile5.3.7indirect
npmvfile6.0.3indirect
npmvfile-location4.1.0indirect
npmvfile-message3.1.4indirect
npmvfile-message4.0.2indirect
npmvite4.5.14indirect
npmvite5.4.21indirect
npmvitefu0.2.5indirect
npmvscode-oniguruma1.7.0indirect
npmvscode-textmate8.0.0indirect
npmweb-namespaces2.0.1indirect
npmwhich2.0.2indirect
npmwhich-pm2.2.0indirect
npmwhich-pm-runs1.1.0indirect
npmwidest-line4.0.1indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrappy1.0.2indirect
npmyallist3.1.1indirect
npmyaml2.7.0indirect
npmyargs-parser21.1.1indirect
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npmzod3.24.2indirect
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Dependency advisories 25

This repository publishes no package the index resolves, so its own dependency graph was assessed — 714 packages, which also include development and test pins that never ship: 25 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
rollup3.29.5indirectcritical14.59.0
rollup4.58.0indirectcritical14.59.0
astro3.6.5indirecthigh199.1.1
brace-expansion2.0.1indirecthigh55.0.9
glob10.4.5indirecthigh111.1.0
js-yaml3.14.2indirecthigh34.3.1
js-yaml4.1.1indirecthigh34.3.1
minimatch9.0.5indirecthigh310.2.3
nanoid3.3.11indirecthigh25.1.16
picomatch2.3.1indirecthigh24.0.4
postcss8.5.3indirecthigh48.5.23
sharp0.32.6indirecthigh10.35.0
vite4.5.14indirecthigh78.0.16
vite5.4.21indirecthigh38.0.16
devalue4.3.3indirectmoderate55.6.4
diff5.2.0indirectmoderate18.0.3
esbuild0.18.20indirectmoderate10.25.0
esbuild0.19.12indirectmoderate10.25.0
esbuild0.21.5indirectmoderate10.25.0
golang.org/x/netv0.49.0indirectmoderate91.27.0-rc.3
yaml2.7.0indirectmoderate12.8.3
@babel/core7.26.10indirectlow18.0.0-rc.6
cookie0.5.0indirectlow10.7.0
golang.org/x/sysv0.40.0indirectunknown10.44.0
golang.org/x/textv0.33.0indirectunknown10.39.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

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Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

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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 v0.34.0 — full methodology · metrics wiki.

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