Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-19 00:28 UTC

aws / graph-explorer

React-based web application that enables users to visualize both property graph and RDF data and explore connections between data without having to write graph queries.

TypeScriptApache-2.0★ 481 stars⑂ 110 forkssince Oct 2022View on GitHub ↗
KindNetwork serviceWeb interfacehow this is determined

aws/graph-explorer holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (98/100) and lowest on AI Readiness (66/100). It was last updated today. A single contributor accounts for most of its recent work.

94
overall / 100
Exceptional

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.

94
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 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

Amazon Web ServicesOrganization · verified domain
16,841 followers552 public repossince Aug 2012

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmgraph-explorerpoints to another repo — not scored2.1.01,0081124 days agoowlgraphrdfdiagramsparql

Metrics by category

Vitality

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

98Exceptional · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
32.5/36Commit cadence47/52 weeks with commits
18/18Commit volume400 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year400
human_commit_share1
days_since_last_push0
active_weeks_last_year47

Release discipline

100Exceptional
How it's scored
27/27Ships releases40 releases published
36/36Release recencylatest release 35 days ago
27/27Release cadencea release every ~24.3 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count40
latest_release_tagv3.2.2
releases_from_tagsno
days_since_latest_release35
mean_days_between_releases24.3
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?

79Good · 17% of overall
How it's scored
43.5/60Stars481 stars
17/25Forks110 forks
7.7/15Watchers25 watchers
Inputs used
forks110
stars481
watchers25
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized 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_badges0
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?

67Good · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
3.6/22.5Commit distributiontop contributor authored 84% of commits
13.5/13.5Contributor breadth33 contributors
10/10OpenSSF Scorecard: Contributorsproject has 5 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled33
top_contributor_share0.841
How it's scored
27.3/42Issue resolution65% of issues closed
26.9/30PR acceptance881/981 decided PRs merged
11.7/13Newcomer PR acceptance9/10 first-time contributors' PRs merged in 30d
4.5/15OpenSSF Scorecard: Code-ReviewFound 10/30 approved changesets -- score normalized to 3
Inputs used
merged_prs881
open_issues384
closed_issues709
prs_merged_7d9
prs_decided_7d9
prs_merged_30d12
prs_decided_30d13
issue_closed_ratio0.649
closed_unmerged_prs100
first_time_authors_30d2
first_time_prs_merged_30d9
first_time_prs_decided_30d10
How it's scored
30/30Ownership backingorganization-owned
20/20Verified domain
25/25Owner reach16,841 followers of aws
25/25Track record552 public repos, account ~14 yr old
Inputs used
followers16,841
owner_typeOrganization
is_verifiedyes
owner_loginaws
public_repos552
account_age_days5,134

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall
How it's scored
24/24CI workflows4 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

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://github.com/aws/graph-explorer
10/10Repository description
10/10Topics7 topics
10/10Wiki
Inputs used
topicsamazon-neptune, apache-tinkerpop, graph, graph-database, graph-visualization, opencypher, rdf
has_wikiyes
homepagehttps://github.com/aws/graph-explorer
docs_sitehttps://github.com/aws/graph-explorer
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

84Excellent · 16% of overall

Security posture

80Excellent
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
2.2/7.5Code-ReviewFound 10/30 approved changesets -- score normalized to 3
2.5/2.5Contributorsproject has 5 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
5/5Fuzzingproject is fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
3/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
3/5SASTSAST tool is not run on all commits -- score normalized to 6
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate8
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
25/25Indirect dependencies free of known advisoriesno indirect dependency carries a known advisory
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages48
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:graph-explorer@2.1.0 runtime dependency closure — what installing the published package pulls in — 48 packages. 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.

66Good · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history96 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.96
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes5,868
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checkingpackages/graph-explorer-proxy-server/tsconfig.json, packages/graph-explorer/tsconfig.json, packages/shared/tsconfig.json, tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
0/8Automated maintenanceno automated dependency updates observed
6/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configspackages/graph-explorer-proxy-server/tsconfig.json, packages/graph-explorer/tsconfig.json, packages/shared/tsconfig.json, tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable codeTypeScript (statically typed)
55/55Manageable file sizes0/848 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes44,274
source_files_sampled848
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examplessample, samples
Inputs used
example_dirssample, samples
has_mcp_signalno
api_schema_files
interfaces_expected_ofnetwork-service

Key facts

481GitHub stars
33contributors
400commits, last 12 months
0days since last push
40releases
1bus factor
384open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • npm package 'graph-explorer' points at a different repository (https://github.com/zazuko/graph-explorer); excluded from ecosystem scoring
  • Could not fetch npm package 'graph-explorer-proxy-server' from its registry

More detail

Star and fork history 0 ★ / 110 ⇿
0Stars
110Forks
39Releases

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.

02040608010012010942023-012024-112026-09
Major 2Minor 23Patch 14

Each point covers 4 days.

OpenSSF Scorecard 8.0 / 10
8.0aggregate

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 · 2026-09-19 00:28 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
3Code-ReviewFound 10/30 approved changesets -- score normalized to 3
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
6SASTSAST tool is not run on all commits -- score normalized to 6
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 66
RegistryPackageVersion constraintManifest
npmdompurify^3.4.15package.json
npm@aws-crypto/sha256-js^5.2.0packages/graph-explorer-proxy-server/package.json
npm@aws-sdk/credential-providers^3.1128.0packages/graph-explorer-proxy-server/package.json
npm@graph-explorer/sharedworkspace:*packages/graph-explorer-proxy-server/package.json
npm@smithy/protocol-http^5.6.2packages/graph-explorer-proxy-server/package.json
npm@smithy/signature-v4^5.7.3packages/graph-explorer-proxy-server/package.json
npmbody-parser^2.3.0packages/graph-explorer-proxy-server/package.json
npmcompression^1.8.1packages/graph-explorer-proxy-server/package.json
npmcors^2.8.6packages/graph-explorer-proxy-server/package.json
npmdate-fns^4.4.0packages/graph-explorer-proxy-server/package.json
npmdotenv^17.4.2packages/graph-explorer-proxy-server/package.json
npmexpress^5.2.1packages/graph-explorer-proxy-server/package.json
npmhttps^1.0.0packages/graph-explorer-proxy-server/package.json
npmnode-fetch^3.3.2packages/graph-explorer-proxy-server/package.json
npmpino^10.3.1packages/graph-explorer-proxy-server/package.json
npmpino-pretty^13.1.3packages/graph-explorer-proxy-server/package.json
npmzod^4.5.4packages/graph-explorer-proxy-server/package.json
npm@base-ui/react^1.7.0packages/graph-explorer/package.json
npm@graph-explorer/sharedworkspace:*packages/graph-explorer/package.json
npm@hookform/resolvers^5.9.1packages/graph-explorer/package.json
npm@monaco-editor/react^4.7.0packages/graph-explorer/package.json
npm@react-aria/textfield3.19.1packages/graph-explorer/package.json
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npmdompurify^3.4.15packages/graph-explorer/package.json
npmfile-saver^2.0.5packages/graph-explorer/package.json
npmflat^6.0.1packages/graph-explorer/package.json
npmjotai^3.0.0packages/graph-explorer/package.json
npmjotai-family^1.1.0packages/graph-explorer/package.json
npmlocalforage^1.10.0packages/graph-explorer/package.json
npmlodash^4.18.1packages/graph-explorer/package.json
npmlucide-react^1.43.0packages/graph-explorer/package.json
npmmonaco-editor^0.56.0packages/graph-explorer/package.json
npmmotion^13.2.0packages/graph-explorer/package.json
npmpapaparse^5.7.0packages/graph-explorer/package.json
npmradix-ui^1.6.7packages/graph-explorer/package.json
npmre-resizable^6.11.2packages/graph-explorer/package.json
npmreact^19.3.0packages/graph-explorer/package.json
npmreact-colorful^5.8.1packages/graph-explorer/package.json
npmreact-dom^19.3.0packages/graph-explorer/package.json
npmreact-error-boundary^6.1.5packages/graph-explorer/package.json
npmreact-hook-form^7.87.0packages/graph-explorer/package.json
npmreact-inlinesvg^4.5.0packages/graph-explorer/package.json
npmreact-laag^2.0.5packages/graph-explorer/package.json
npmreact-router^8.3.1packages/graph-explorer/package.json
npmreact-table^7.8.0packages/graph-explorer/package.json
npmreact-transition-group^4.4.5packages/graph-explorer/package.json
npmreact-virtuoso^4.18.13packages/graph-explorer/package.json
npmsonner^2.0.8packages/graph-explorer/package.json
npmtailwind-merge^3.6.0packages/graph-explorer/package.json
npmuse-deep-compare-effect^1.8.1packages/graph-explorer/package.json
npmuuid^14.0.2packages/graph-explorer/package.json
npmzod^4.5.4packages/graph-explorer/package.json
npmzod-validation-error^5.0.0packages/graph-explorer/package.json
All dependencies 122

Full resolved dependency set from the GitHub dependency graph: 61 direct and 61 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@aws-crypto/sha256-js^5.2.0direct
npm@aws-sdk/credential-providers^3.1128.0direct
npm@base-ui/react^1.7.0direct
npm@hookform/resolvers^5.9.1direct
npm@monaco-editor/react^4.7.0direct
npm@react-aria/textfield3.19.1direct
npm@smithy/protocol-http^5.6.2direct
npm@smithy/signature-v4^5.7.3direct
npm@tanstack/react-query^5.102.8direct
npm@tanstack/react-virtual^3.14.9direct
npmbabel-plugin-react-compiler^1.0.0direct
npmbody-parser^2.3.0direct
npmclsx^2.1.1direct
npmcolor^5.0.3direct
npmcompression^1.8.1direct
npmcore-js^3.50.0direct
npmcors^2.8.6direct
npmcva1.0.0-beta.1direct
npmcytoscape3.34.3direct
npmcytoscape-canvas^3.0.1direct
npmcytoscape-d3-force^1.1.4direct
npmcytoscape-dagre^4.0.1direct
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npmcytoscape-klay^3.1.4direct
npmdate-fns^4.4.0direct
npmdompurify^3.4.15direct
npmdotenv^17.4.2direct
npmexpress^5.2.1direct
npmfile-saver^2.0.5direct
npmflat^6.0.1direct
npmhttps^1.0.0direct
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npmmonaco-editor^0.56.0direct
npmmotion^13.2.0direct
npmnode-fetch^3.3.2direct
npmpapaparse^5.7.0direct
npmpino^10.3.1direct
npmpino-pretty^13.1.3direct
npmradix-ui^1.6.7direct
npmre-resizable^6.11.2direct
npmreact^19.3.0direct
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npmreact-dom^19.3.0direct
npmreact-error-boundary^6.1.5direct
npmreact-hook-form^7.87.0direct
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npmsonner^2.0.8direct
npmtailwind-merge^3.6.0direct
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npm@babel/core^7.29.7indirect
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npm@babel/preset-typescript^7.29.7indirect
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npm@testing-library/dom^10.4.1indirect
npm@testing-library/jest-dom^7.0.1indirect
npm@testing-library/react^16.3.3indirect
npm@testing-library/user-event^14.6.7indirect
npm@types/body-parser^1.19.6indirect
npm@types/color^4.2.1indirect
npm@types/compression^1.8.1indirect
npm@types/cors^2.8.19indirect
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npm@types/lodash^4.17.25indirect
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npm@types/react^19.3.0indirect
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npm@types/react-table^7.7.20indirect
npm@types/react-transition-group^4.4.12indirect
npm@types/supertest^7.2.1indirect
npm@types/wicg-file-system-access^2023.10.7indirect
npm@vitejs/plugin-react^6.1.1indirect
npm@vitest/coverage-v85.0.0indirect
npmfake-indexeddb^6.2.5indirect
npmhappy-dom^20.14.0indirect
npmjsdom^30.0.1indirect
npmpnpm12.4.2indirect
npmrimraf^6.1.3indirect
npmsupertest^7.2.2indirect
npmtailwindcss^4.3.3indirect
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npmtype-fest^5.9.0indirect
npmvite^8.2.2indirect
npmvitest5.0.0indirect
Dependency advisories 0

Installing npm:graph-explorer@2.1.0 pulls in 48 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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

Feedback

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.

The message is kept through sign-in.

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 statisticsnpm.