Public record
Software health reportschema 0.12.0 · metrics 2.10.0 · 2026-07-18 03:51 UTC

kcp-dev / kcp-operator

A Kubernetes operator to deploy and manage kcp instances.

GoApache-2.0★ 26 stars⑂ 27 forkssince Oct 2024View on GitHub ↗
#kcp#kubernetes#operator

kcp-dev/kcp-operator holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Vitality (96/100) and lowest on Security (51/100). It was last updated 3 days ago. 2 contributors account for most of its recent work.

91
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.

91
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 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).

Ownership

Development of Kubernetes-like Control PlanesOrganization
134 followers36 public repossince Jan 2021

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/kcp-dev/kcp-operatorv0.8.3-2010 days ago
Gogithub.com/kcp-dev/kcp-operator/sdkv0.8.3-1710 days ago

Metrics by category

Vitality

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

96Exceptional · 21% of overall

Development activity

94Exceptional
How it's scored
36/36Push recency — last push 3 days ago
30.5/36Commit cadence — 44/52 weeks with commits
18/18Commit volume — 239 commits in the last year
10/10OpenSSF Scorecard: Maintained — 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year239
human_commit_share—
days_since_last_push3
active_weeks_last_year44

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 20 releases published
36/36Release recency — latest release 10 days ago
27/27Release cadence — a release every ~9.4 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count20
latest_release_tagv0.7.5
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases9.4
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

62Moderate · 17% of overall

Popularity & adoption

36Weak
How it's scored
22.7/60Stars — 26 stars
11.8/25Forks — 27 forks
1.7/15Watchers — 3 watchers
Inputs used
forks27
stars26
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges—
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateyes

Sustainability & Governance

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

81Excellent · 23% of overall

Maintainer resilience (bus factor)

62Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.3/22.5Commit distribution — top contributor authored 41% of commits
13.5/13.5Contributor breadth — 21 contributors
10/10OpenSSF Scorecard: Contributors — project has 16 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled21
top_contributor_share0.408

Issue & PR responsiveness

83Excellent
How it's scored
28.9/42Issue resolution — 69% of issues closed
28.1/30PR acceptance — 182/194 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs182
open_issues19
closed_issues42
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.689
closed_unmerged_prs12
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.

Ownership & stewardship

85Excellent
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
15.3/25Owner reach — 134 followers of kcp-dev
22.5/25Track record — 36 public repos, account ~5 yr old
Inputs used
followers134
owner_typeOrganization
is_verified—
owner_loginkcp-dev
public_repos36
account_age_days2,023
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on go
35/35Publish recency — latest publish 10 days ago
20/20Version history — 20 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/kcp-dev/kcp-operator, github.com/kcp-dev/kcp-operator/sdk
ecosystemsgo
any_deprecatedno
min_days_since_publish10

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — http://docs.kcp.io/kcp-operator/
10/10Repository description
10/10Topics — 3 topics
0/10Wiki
Inputs used
topicskcp, kubernetes, operator
has_wikino
homepagehttp://docs.kcp.io/kcp-operator/
docs_sitehttp://docs.kcp.io/kcp-operator/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

51Moderate · 16% of overall

Security posture

51Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 16 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 10 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5.1
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.

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.

90Excellent · 4% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share—
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes1,382
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

95Exceptional
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
6/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
54.8/55Manageable file sizes — 1/258 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes63,179
source_files_sampled258
oversized_source_files1

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — samples
Inputs used
example_dirssamples
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

26GitHub stars
21contributors
239commits, last 12 months
3days since last push
20releases
2bus factor
19open issues
Go, PyPIpackage ecosystems

More detail

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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 · 2026-07-18 03:51 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-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
10Code-Reviewall changesets reviewed
10Contributorsproject has 16 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging 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
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities10 existing vulnerabilities detected
Direct dependencies 28
RegistryPackageVersion constraintManifest
Gogithub.com/Masterminds/semver/v3v3.4.0go.mod
Gogithub.com/cert-manager/cert-managerv1.20.2go.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/go-logr/zaprv1.3.0go.mod
Gogithub.com/go-test/deepv1.1.1go.mod
Gogithub.com/kcp-dev/kcp-operator/sdkv0.7.2go.mod
Gogithub.com/kcp-dev/logicalcluster/v3v3.0.5go.mod
Gogithub.com/kcp-dev/sdkv0.32.0go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.uber.org/zapv1.27.1go.mod
Gok8c.io/reconcilerv0.5.0go.mod
Gok8s.io/apiv0.36.0go.mod
Gok8s.io/apimachineryv0.36.0go.mod
Gok8s.io/client-gov0.36.0go.mod
Gok8s.io/component-basev0.36.0go.mod
Gok8s.io/klog/v2v2.140.0go.mod
Gok8s.io/utilsv0.0.0-20260319190234-28399d86e0b5go.mod
Gosigs.k8s.io/controller-runtimev0.24.1go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Gogithub.com/kcp-dev/apimachinery/v2v2.0.1-0.20250223115924-431177b024f3sdk/go.mod
Gogithub.com/kcp-dev/client-gov0.0.0-20250223133118-3dea338dc267sdk/go.mod
Gogithub.com/kcp-dev/logicalcluster/v3v3.0.5sdk/go.mod
Gok8s.io/apiv0.32.0sdk/go.mod
Gok8s.io/apimachineryv0.32.0sdk/go.mod
Gok8s.io/client-gov0.32.0sdk/go.mod
Gosigs.k8s.io/structured-merge-diff/v4v4.5.0sdk/go.mod
All dependencies 149

Full resolved dependency set from the GitHub dependency graph: 32 direct and 117 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/cert-manager/cert-managerv1.20.2direct
Gogithub.com/go-logr/logrv1.4.2direct
Gogithub.com/go-logr/logrv1.4.3direct
Gogithub.com/go-logr/zaprv1.3.0direct
Gogithub.com/go-test/deepv1.1.1direct
Gogithub.com/kcp-dev/apimachinery/v2v2.0.1-0.20250223115924-431177b024f3direct
Gogithub.com/kcp-dev/client-gov0.0.0-20250223133118-3dea338dc267direct
Gogithub.com/kcp-dev/logicalcluster/v3v3.0.5direct
Gogithub.com/kcp-dev/sdkv0.32.0direct
Gogithub.com/masterminds/semver/v3v3.4.0direct
Gogithub.com/prometheus/client_golangv1.23.2direct
Gogithub.com/spf13/pflagv1.0.10direct
Gogithub.com/spf13/pflagv1.0.6-0.20210604193023-d5e0c0615acedirect
Gogithub.com/stretchr/testifyv1.10.0direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogo.uber.org/zapv1.27.1direct
Gok8c.io/reconcilerv0.5.0direct
Gok8s.io/apiv0.32.0direct
Gok8s.io/apiv0.36.0direct
Gok8s.io/apimachineryv0.32.0direct
Gok8s.io/apimachineryv0.36.0direct
Gok8s.io/client-gov0.32.0direct
Gok8s.io/client-gov0.36.0direct
Gok8s.io/component-basev0.36.0direct
Gok8s.io/klog/v2v2.130.1direct
Gok8s.io/klog/v2v2.140.0direct
Gok8s.io/utilsv0.0.0-20241210054802-24370beab758direct
Gok8s.io/utilsv0.0.0-20260319190234-28399d86e0b5direct
Gosigs.k8s.io/controller-runtimev0.24.1direct
Gosigs.k8s.io/structured-merge-diff/v4v4.5.0direct
Gosigs.k8s.io/yamlv1.4.0direct
Gosigs.k8s.io/yamlv1.6.0direct
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Gogithub.com/antlr4-go/antlr/v4v4.13.1indirect
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/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
Gogithub.com/egymgmbh/go-prefix-writerv0.0.0-20180609083313-7326ea162ecaindirect
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Gogithub.com/emicklei/go-restful/v3v3.13.0indirect
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Gogithub.com/evanphx/json-patch/v5v5.9.11indirect
Gogithub.com/felixge/httpsnoopv1.0.4indirect
Gogithub.com/fsnotify/fsnotifyv1.9.0indirect
Gogithub.com/fxamacker/cbor/v2v2.7.0indirect
Gogithub.com/fxamacker/cbor/v2v2.9.1indirect
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Gogithub.com/google/go-cmpv0.7.0indirect
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Gogithub.com/mailru/easyjsonv0.9.0indirect
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Gogithub.com/onsi/gomegav1.39.1indirect
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Gogo.opentelemetry.io/auto/sdkv1.2.1indirect
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.68.0indirect
Gogo.opentelemetry.io/otelv1.43.0indirect
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.43.0indirect
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Gogo.opentelemetry.io/otel/metricv1.43.0indirect
Gogo.opentelemetry.io/otel/sdkv1.43.0indirect
Gogo.opentelemetry.io/otel/tracev1.43.0indirect
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Gogo.uber.org/multierrv1.11.0indirect
Gogo.yaml.in/yaml/v2v2.4.4indirect
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Gogolang.org/x/sysv0.33.0indirect
Gogolang.org/x/sysv0.47.0indirect
Gogolang.org/x/termv0.32.0indirect
Gogolang.org/x/termv0.45.0indirect
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Gogolang.org/x/timev0.15.0indirect
Gogolang.org/x/timev0.8.0indirect
Gogolang.org/x/toolsv0.28.0indirect
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Gogoogle.golang.org/grpcv1.80.0indirect
Gogoogle.golang.org/protobufv1.36.0indirect
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Gogopkg.in/evanphx/json-patch.v4v4.12.0indirect
Gogopkg.in/evanphx/json-patch.v4v4.13.0indirect
Gogopkg.in/inf.v0v0.9.1indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Gok8s.io/apiextensions-apiserverv0.36.0indirect
Gok8s.io/apiserverv0.36.0indirect
Gok8s.io/kube-openapiv0.0.0-20241212222426-2c72e554b1e7indirect
Gok8s.io/kube-openapiv0.0.0-20260414162039-ec9c827d403findirect
Gok8s.io/streamingv0.36.0indirect
Gosigs.k8s.io/apiserver-network-proxy/konnectivity-clientv0.34.0indirect
Gosigs.k8s.io/gateway-apiv1.5.1indirect
Gosigs.k8s.io/jsonv0.0.0-20241014173422-cfa47c3a1cc8indirect
Gosigs.k8s.io/jsonv0.0.0-20250730193827-2d320260d730indirect
Gosigs.k8s.io/randfillv1.0.0indirect
Gosigs.k8s.io/structured-merge-diff/v6v6.4.0indirect
PyPImike2.1.3indirect
PyPImkdocs1.5.3indirect
PyPImkdocs-awesome-pages-plugin2.9.2indirect
PyPImkdocs-macros-plugin1.3.7indirect
PyPImkdocs-material9.5.17indirect
PyPImkdocs-material-extensions1.3.1indirect
PyPImkdocs-static-i18n1.2.2indirect
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Related records

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98Dynatrace/dynatrace-operatorAutomate Kubernetes observability with DynatraceExceptional98kcp-dev/kcpKubernetes-like control planes for form-factors and use-cases beyond Kubernetes and container workloads.Exceptional94belastingdienst/opr-paasAn operator providing a multi tenancy solution which allows DevOps teams to request a context for their project, which we like to call a 'Project as a service', e.a. Paas.Exceptional96ot-container-kit/redis-operatorA golang based redis operator that will make/oversee Redis standalone/cluster/replication/ sentinel mode setup on top of the Kubernetes.Exceptional95gardener/etcd-druidAn etcd operator to configure, provision, reconcile and monitor etcd clusters.Exceptional95aquasecurity/trivy-operatorKubernetes-native security toolkitExceptional

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 statistics — Go.