Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-22 13:46 UTC

aws-amplify / amplify-category-api

The AWS Amplify CLI is a toolchain for simplifying serverless web and mobile development. This plugin provides functionality for the API category, allowing for the creation and management of GraphQL and REST based backends for your amplify project.

TypeScriptApache-2.0★ 95 stars⑂ 96 forkssince Mar 2022View on GitHub ↗
KindLibraryNetwork serviceCommand-line toolhow this is determined
#api#aws#aws-amplify#aws-appsync#fullstack#graphql#mobile-development#web-development#sql

aws-amplify/amplify-category-api holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (93/100) and lowest on Security (65/100). It was last updated 4 days ago. 7 contributors account 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

AWS AmplifyOrganization
1,023 followers38 public repossince Jul 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmscriptspoints to another repo — not scored0.1.024,13414753 days agorequirepath
npm@aws-amplify/data-construct1.17.7574,33114639 days agoawscdkaws-cdkgraphqlcdkawsamplifyappsync
npm@aws-amplify/graphql-directives2.8.01,279,18333197 days agographqlawsamplifydirectives
npm@aws-amplify/graphql-api-construct1.22.2642,18916039 days agoawscdkaws-cdkgraphqlcdkawsamplifyappsync
npm@aws-amplify/graphql-auth-transformer4.2.9324,06746739 days agographqlcloudformationawsamplifyauthtransformer
npm@aws-amplify/graphql-http-transformer3.0.23317,29243939 days agographqlcloudformationawsamplifytransformer
npm@aws-amplify/graphql-schema-generator0.11.16660,15716539 days agographqlschemaawsamplifygeneratortransformer
npm@aws-amplify/graphql-index-transformer3.1.3317,17643939 days agographqlcloudformationawsamplifytransformer
npm@aws-amplify/graphql-model-transformer3.5.0460,13448039 days agographqlcloudformationawsamplifytransformer

Metrics by category

Vitality

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

93Exceptional · 21% of overall

Development activity

88Excellent
How it's scored
36/36Push recency — last push 4 days ago
24.2/36Commit cadence — 35/52 weeks with commits
18/18Commit volume — 136 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year136
human_commit_share1
days_since_last_push4
active_weeks_last_year35

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 39 days ago
27/27Release cadence — a release every ~26.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tag@aws-amplify/graphql-api-construct@1.22.2
releases_from_tagsno
days_since_latest_release39
mean_days_between_releases26.2
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?

80Excellent · 17% of overall

Popularity & adoption

57Moderate
How it's scored
32/60Stars — 95 stars
16.5/25Forks — 96 forks
8.8/15Watchers — 40 watchers
Inputs used
forks96
stars95
watchers40
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

Ecosystem adoption (downloads)

100Exceptional
How it's scored
80/80Monthly downloads — 4,574,529 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@aws-amplify/data-construct, @aws-amplify/graphql-directives, @aws-amplify/graphql-api-construct, @aws-amplify/graphql-auth-transformer, @aws-amplify/graphql-http-transformer, @aws-amplify/graphql-schema-generator, @aws-amplify/graphql-index-transformer, @aws-amplify/graphql-model-transformer
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads4,574,529
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

84Excellent · 23% of overall

Maintainer resilience (bus factor)

95Exceptional
How it's scored
51.3/54Bus factor — 7 contributor(s) cover half of all commits
20.2/22.5Commit distribution — top contributor authored 10% of commits
13.5/13.5Contributor breadth — 99 contributors
10/10OpenSSF Scorecard: Contributors — project has 12 contributing companies or organizations
Inputs used
bus_factor7
contributors_sampled99
top_contributor_share0.1

Issue & PR responsiveness

69Good
How it's scored
22.1/42Issue resolution — 53% of issues closed
24.6/30PR acceptance — 1,398/1,703 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
13.5/15OpenSSF Scorecard: Code-Review — Found 16/17 approved changesets -- score normalized to 9
Inputs used
merged_prs1,398
open_issues779
closed_issues865
prs_merged_7d1
prs_decided_7d1
prs_merged_30d6
prs_decided_30d6
issue_closed_ratio0.526
closed_unmerged_prs305
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

75Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
21.6/25Owner reach — 1,023 followers of aws-amplify
23.6/25Track record — 38 public repos, account ~8 yr old
Inputs used
followers1,023
owner_typeOrganization
is_verifiedno
owner_loginaws-amplify
public_repos38
account_age_days2,964

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 8 package(s) on npm
35/35Publish recency — latest publish 39 days ago
20/20Version history — 480 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@aws-amplify/data-construct, @aws-amplify/graphql-directives, @aws-amplify/graphql-api-construct, @aws-amplify/graphql-auth-transformer, @aws-amplify/graphql-http-transformer, @aws-amplify/graphql-schema-generator, @aws-amplify/graphql-index-transformer, @aws-amplify/graphql-model-transformer
ecosystemsnpm
any_deprecatedno
min_days_since_publish39

Engineering Quality

Are baseline engineering and documentation practices in place?

82Excellent · 19% of overall

Engineering practices

86Excellent
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.js
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 15 out of 17 merged PRs checked by a CI test -- score normalized to 8
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://docs.amplify.aws/
10/10Repository description
10/10Topics — 9 topics
10/10Wiki
Inputs used
topicsapi, aws, aws-amplify, aws-appsync, fullstack, graphql, mobile-development, web-development, sql
has_wikiyes
homepagehttps://docs.amplify.aws/
docs_sitehttps://docs.amplify.aws/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

65Good · 16% of overall

Security posture

65Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2/2.5CI-Tests — 15 out of 17 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 16/17 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 12 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
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 45 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.5
Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.

Dependency advisories

65Good
How it's scored
8.8/35Direct dependencies free of known advisories — 3 affected: axios 1.16.1 (high 8.2), js-yaml 4.1.1 (high 7.5), js-yaml 4.2.0 (high 7.5)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories52
affected_packages25
assessed_packages2,366
unassessed_packages160
affected_by_severityhigh 10, moderate 9, low 6
direct_affected_packages3
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 2366 resolved dependencies against OSV. 160 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

74Good · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 95 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.95
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes4,806

Verify loop (build / test / typecheck)

54Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — .eslintrc.js
11/11Static type checking — client-test-apps/js/api-model-relationship-app/tsconfig.json, packages/amplify-e2e-core/tsconfig.json, packages/amplify-e2e-tests/src/examples/ts-data-schema-validation/tsconfig.json, packages/amplify-e2e-tests/tsconfig.json, packages/amplify-graphql-api-construct-tests/tsconfig.json, packages/amplify-graphql-auth-transformer/tsconfig.json, packages/amplify-graphql-conversation-transformer/tsconfig.json, packages/amplify-graphql-default-value-transformer/tsconfig.json, packages/amplify-graphql-directives/tsconfig.json, packages/amplify-graphql-function-transformer/tsconfig.json, packages/amplify-graphql-generation-transformer/tsconfig.json, packages/amplify-graphql-http-transformer/tsconfig.json, packages/amplify-graphql-index-transformer/tsconfig.json, packages/amplify-graphql-model-transformer/publish-notification-lambda/tsconfig.json, packages/amplify-graphql-model-transformer/rds-lambda/tsconfig.json, packages/amplify-graphql-model-transformer/rds-patching-lambda/tsconfig.json, packages/amplify-graphql-model-transformer/tsconfig.json, packages/amplify-graphql-name-mapping-transformer/tsconfig.json, packages/amplify-graphql-predictions-transformer/tsconfig.json, packages/amplify-graphql-relational-transformer/tsconfig.json, packages/amplify-graphql-schema-generator/tsconfig.json, packages/amplify-graphql-schema-generator/vpc-db-lambda/tsconfig.json, packages/amplify-graphql-schema-test-library/tsconfig.json, packages/amplify-graphql-searchable-transformer/tsconfig.json, packages/amplify-graphql-sql-transformer/tsconfig.json, packages/amplify-graphql-transformer-core/tsconfig.json, packages/amplify-graphql-transformer-interfaces/tsconfig.json, packages/amplify-graphql-transformer-test-utils/tsconfig.json, packages/amplify-graphql-transformer/tsconfig.json, packages/amplify-graphql-validate-transformer/tsconfig.json, packages/graphql-mapping-template/tsconfig.json, packages/graphql-transformer-common/tsconfig.json, packages/graphql-transformer-core/tsconfig.json, packages/graphql-transformers-e2e-tests/resources/jsonServer/tsconfig.json, scripts/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesyarn.lock
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configsclient-test-apps/js/api-model-relationship-app/tsconfig.json, packages/amplify-e2e-core/tsconfig.json, packages/amplify-e2e-tests/src/examples/ts-data-schema-validation/tsconfig.json, packages/amplify-e2e-tests/tsconfig.json, packages/amplify-graphql-api-construct-tests/tsconfig.json, packages/amplify-graphql-auth-transformer/tsconfig.json, packages/amplify-graphql-conversation-transformer/tsconfig.json, packages/amplify-graphql-default-value-transformer/tsconfig.json, packages/amplify-graphql-directives/tsconfig.json, packages/amplify-graphql-function-transformer/tsconfig.json, packages/amplify-graphql-generation-transformer/tsconfig.json, packages/amplify-graphql-http-transformer/tsconfig.json, packages/amplify-graphql-index-transformer/tsconfig.json, packages/amplify-graphql-model-transformer/publish-notification-lambda/tsconfig.json, packages/amplify-graphql-model-transformer/rds-lambda/tsconfig.json, packages/amplify-graphql-model-transformer/rds-patching-lambda/tsconfig.json, packages/amplify-graphql-model-transformer/tsconfig.json, packages/amplify-graphql-name-mapping-transformer/tsconfig.json, packages/amplify-graphql-predictions-transformer/tsconfig.json, packages/amplify-graphql-relational-transformer/tsconfig.json, packages/amplify-graphql-schema-generator/tsconfig.json, packages/amplify-graphql-schema-generator/vpc-db-lambda/tsconfig.json, packages/amplify-graphql-schema-test-library/tsconfig.json, packages/amplify-graphql-searchable-transformer/tsconfig.json, packages/amplify-graphql-sql-transformer/tsconfig.json, packages/amplify-graphql-transformer-core/tsconfig.json, packages/amplify-graphql-transformer-interfaces/tsconfig.json, packages/amplify-graphql-transformer-test-utils/tsconfig.json, packages/amplify-graphql-transformer/tsconfig.json, packages/amplify-graphql-validate-transformer/tsconfig.json, packages/graphql-mapping-template/tsconfig.json, packages/graphql-transformer-common/tsconfig.json, packages/graphql-transformer-core/tsconfig.json, packages/graphql-transformers-e2e-tests/resources/jsonServer/tsconfig.json, scripts/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

99Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.4/55Manageable file sizes — 13/1,274 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes5,088,571
source_files_sampled1,274
oversized_source_files13

Machine-readable interfaces

80Excellent
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — packages/amplify-e2e-tests/schemas/cognito_simple_model.graphql, packages/amplify-e2e-tests/schemas/custom_query.graphql, packages/amplify-e2e-tests/schemas/custom_transformers/simple_custom_model.graphql, packages/amplify-e2e-tests/schemas/iam_simple_model.graphql, packages/amplify-e2e-tests/schemas/initial_key_blog.graphql, packages/amplify-e2e-tests/schemas/iterative-push/add-one-key-multiple-models/final-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/add-one-key-multiple-models/initial-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/add-remove-and-update-key/final-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/add-remove-and-update-key/initial-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/add-sort-to-primary-key/final-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/add-sort-to-primary-key/initial-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/change-model-name/final-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/change-model-name/initial-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/multiple-key-delete/final-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/multiple-key-delete/initial-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/two-key-add/final-schema.graphql, packages/amplify-e2e-tests/schemas/iterative-push/two-key-add/initial-schema.graphql, packages/amplify-e2e-tests/schemas/key-conflict-detection.graphql, packages/amplify-e2e-tests/schemas/lambda-auth-field-auth-1-v2.graphql, packages/amplify-e2e-tests/schemas/lambda-auth-field-auth-2-v2.graphql, packages/amplify-e2e-tests/schemas/lambda-auth-field-auth-v2.graphql, packages/amplify-e2e-tests/schemas/many-to-many.graphql, packages/amplify-e2e-tests/schemas/migrations_searchable/initial_searchable.graphql, packages/amplify-e2e-tests/schemas/migrations_searchable/updated_searchable.graphql, packages/amplify-e2e-tests/schemas/model_with_datatypes.graphql, packages/amplify-e2e-tests/schemas/model_with_iam_auth.graphql, packages/amplify-e2e-tests/schemas/model_with_sandbox_mode.graphql, packages/amplify-e2e-tests/schemas/modelgen/model_gen_schema_with_aws_scalars.graphql, packages/amplify-e2e-tests/schemas/modelgen/model_gen_schema_with_errors.graphql, packages/amplify-e2e-tests/schemas/multi-gsi.graphql, packages/amplify-e2e-tests/schemas/next_key_blog.graphql, packages/amplify-e2e-tests/schemas/references.graphql, packages/amplify-e2e-tests/schemas/schema_with_index.graphql, packages/amplify-e2e-tests/schemas/selective_sync.graphql, packages/amplify-e2e-tests/schemas/simple_model.graphql, packages/amplify-e2e-tests/schemas/simple_model_new_primary_key.graphql, packages/amplify-e2e-tests/schemas/simple_model_override.graphql, packages/amplify-e2e-tests/schemas/simple_model_public_auth.graphql, packages/amplify-e2e-tests/schemas/simple_two_models.graphql, packages/amplify-e2e-tests/schemas/transformer_migration/auth-model-v1.graphql, packages/amplify-e2e-tests/schemas/transformer_migration/auth-model-v2.graphql, packages/amplify-e2e-tests/schemas/transformer_migration/basic-model-v1.graphql, packages/amplify-e2e-tests/schemas/transformer_migration/basic-model-v2.graphql, packages/amplify-e2e-tests/schemas/transformer_migration/http.graphql, packages/amplify-e2e-tests/schemas/transformer_migration/predictions.graphql, packages/amplify-e2e-tests/schemas/transformer_migration/searchable-v1.graphql, packages/amplify-e2e-tests/schemas/transformer_migration/searchable-v2.graphql, packages/amplify-e2e-tests/schemas/two-model-schema.graphql, packages/amplify-e2e-tests/schemas/two_models_with_cognito_auth.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/conversations/graphql/schema-conversation.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/generations/graphql/schema-generation.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/multi-relationship/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/multi-relationship/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/recursive/schema.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-dynamic-group-auth/schema-primary-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-dynamic-group-auth/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-dynamic-group-auth/schema-related-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-dynamic-group-auth/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-owner-auth/schema-primary-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-owner-auth/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-owner-auth/schema-related-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-owner-auth/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-static-group-auth/schema-primary-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-static-group-auth/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-static-group-auth/schema-related-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-static-group-auth/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/postgres-uuid-pk/graphql/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/postgres-uuid-pk/graphql/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-primary-cpk-1sk.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-primary-cpk-2sk.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-primary-multirelationship.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-related-cpk-1sk.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-related-cpk-2sk.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-related-multirelationship.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/restricted-field-auth/graphql-schemas/gen1-ddb-only/schema-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/restricted-field-auth/graphql-schemas/gen1-ddb-only/schema.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/restricted-field-auth/graphql-schemas/gen2/schema-primary-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/restricted-field-auth/graphql-schemas/gen2/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/restricted-field-auth/graphql-schemas/gen2/schema-related-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/restricted-field-auth/graphql-schemas/gen2/schema-related.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-custom-handler-deprecated.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-custom-handler.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-custom-query-tool.graphql, 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0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
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packages/amplify-graphql-api-construct-tests/src/__tests__/conversations/graphql/schema-conversation.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/generations/graphql/schema-generation.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/multi-relationship/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/multi-relationship/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/recursive/schema.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-dynamic-group-auth/schema-primary-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-dynamic-group-auth/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-dynamic-group-auth/schema-related-subscriptions-off.graphql, 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packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-static-group-auth/schema-related-subscriptions-off.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/graphql-schemas/reference-style-static-group-auth/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/postgres-uuid-pk/graphql/schema-primary.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/postgres-uuid-pk/graphql/schema-related.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-primary-cpk-1sk.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-primary-cpk-2sk.graphql, packages/amplify-graphql-api-construct-tests/src/__tests__/relationships/references/graphql/schema-primary-multirelationship.graphql, 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packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-inference-configuration-template.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-custom-handler-event-version.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-custom-handler-function-name-and-handler-provided.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-missing-ai-model.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-missing-system-prompt.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-return-type.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-tool-definition-missing-fields.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-tool-definition-mixed-fields.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-tool-name.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-mixed-tools.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-model-query-tool-with-relationships.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-model-query-tool.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-with-inference-configuration.graphql, packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-schema-types.graphql
interfaces_expected_ofnetwork-service

Key facts

95GitHub stars
99contributors
136commits, last 12 months
4days since last push
100releases
7bus factor
779open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • npm package 'scripts' points at a different repository (https://github.com/jaredhanson/node-scripts); excluded from ecosystem scoring

More detail

Star and fork history 0 ★ / 96 ⇿
0Stars
96Forks
98Releases

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.

0204060801009642022-052024-062026-07
Major 0Minor 0Patch 0

Each point covers 4 days.

OpenSSF Scorecard 6.5 / 10
6.5aggregate

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 · 2026-08-22 13:45 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
8CI-Tests15 out of 17 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 16/17 approved changesets -- score normalized to 9
10Contributorsproject has 12 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 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities45 existing vulnerabilities detected
Direct dependencies 504
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All dependencies 2,526

Full resolved dependency set from the GitHub dependency graph: 530 direct and 1,996 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmside-channel-weakmap1.0.2indirect
npmsignal-exit3.0.7indirect
npmsignal-exit4.1.0indirect
npmsigstore1.9.0indirect
npmsimple-concat1.0.1indirect
npmsimple-get4.0.1indirect
npmsimple-plist1.3.1indirect
npmsimple-swizzle0.2.2indirect
npmsisteransi1.0.5indirect
npmslash2.0.0indirect
npmslash3.0.0indirect
npmslashes3.0.12indirect
npmslice-ansi4.0.0indirect
npmslice-ansi5.0.0indirect
npmslice-ansi7.1.0indirect
npmsmart-buffer4.2.0indirect
npmsocks2.8.4indirect
npmsocks-proxy-agent7.0.0indirect
npmsocks-proxy-agent8.0.5indirect
npmsort-json2.0.1indirect
npmsort-keys2.0.0indirect
npmsort-keys4.2.0indirect
npmsource-map0.6.1indirect
npmsource-map-support0.5.13indirect
npmsource-map-support0.5.21indirect
npmspawn-please2.0.2indirect
npmspdx-correct3.2.0indirect
npmspdx-exceptions2.5.0indirect
npmspdx-expression-parse3.0.1indirect
npmspdx-expression-parse4.0.0indirect
npmspdx-license-ids3.0.21indirect
npmspdx-license-list6.11.0indirect
npmspdx-license-list6.9.0indirect
npmsplit1.0.1indirect
npmsplit23.2.2indirect
npmsplit24.2.0indirect
npmsprintf-js1.0.3indirect
npmsprintf-js1.1.3indirect
npmsqlstring2.3.3indirect
npmssri10.0.6indirect
npmssri12.0.0indirect
npmssri9.0.1indirect
npmstack-trace0.0.10indirect
npmstack-utils2.0.6indirect
npmstatuses2.0.1indirect
npmstatuses2.0.2indirect
npmsteno0.4.4indirect
npmstream-browserify3.0.0indirect
npmstream-buffers2.2.0indirect
npmstream-chain2.2.5indirect
npmstream-events1.0.5indirect
npmstream-json1.9.1indirect
npmstream-meter1.0.4indirect
npmstreamroller3.1.5indirect
npmstreamx2.22.0indirect
npmstreamx2.23.0indirect
npmstring-argv0.3.2indirect
npmstring-length4.0.2indirect
npmstring-width2.1.1indirect
npmstring-width4.2.3indirect
npmstring-width5.1.2indirect
npmstring-width7.2.0indirect
npmstring-width-cjs4.2.3indirect
npmstring.prototype.includes2.0.1indirect
npmstring.prototype.matchall4.0.12indirect
npmstring.prototype.repeat1.0.0indirect
npmstring.prototype.trim1.2.10indirect
npmstring.prototype.trimend1.0.9indirect
npmstring.prototype.trimstart1.0.8indirect
npmstring_decoder0.10.31indirect
npmstring_decoder1.1.1indirect
npmstring_decoder1.3.0indirect
npmstrip-ansi-cjs6.0.1indirect
npmstrip-bom3.0.0indirect
npmstrip-bom4.0.0indirect
npmstrip-final-newline2.0.0indirect
npmstrip-final-newline3.0.0indirect
npmstrip-indent3.0.0indirect
npmstrip-json-comments2.0.1indirect
npmstrip-json-comments3.1.1indirect
npmstrip-json-comments5.0.3indirect
npmstrnum2.2.3indirect
npmstrnum2.3.0indirect
npmstrong-log-transformer2.1.0indirect
npmstubs3.0.0indirect
npmsupports-color5.5.0indirect
npmsupports-color7.2.0indirect
npmsupports-color8.1.1indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmsymbol-observable1.2.0indirect
npmsynckit0.9.2indirect
npmtable6.9.0indirect
npmtar7.5.11indirect
npmtar-fs3.1.1indirect
npmtar-stream2.2.0indirect
npmtar-stream3.1.7indirect
npmtarn3.0.2indirect
npmteeny-request7.1.1indirect
npmteex1.0.1indirect
npmtemp-dir1.0.0indirect
npmtest-exclude6.0.0indirect
npmtext-decoder1.2.3indirect
npmtext-extensions1.9.0indirect
npmtext-hex1.0.0indirect
npmtext-table0.2.0indirect
npmthrough2.3.8indirect
npmthrough22.0.5indirect
npmthrough24.0.2indirect
npmtildify2.0.0indirect
npmtinyglobby0.2.15indirect
npmtmp0.2.7indirect
npmtmpl1.0.5indirect
npmto-fast-properties2.0.0indirect
npmto-regex-range5.0.1indirect
npmtoidentifier1.0.1indirect
npmtr460.0.3indirect
npmtreeverse2.0.0indirect
npmtrim-newlines3.0.1indirect
npmtriple-beam1.4.1indirect
npmts-api-utils2.1.0indirect
npmts-invariant0.4.4indirect
npmts-jest29.3.1indirect
npmts-jest^29.0.3indirect
npmtsconfig-paths3.15.0indirect
npmtsconfig-paths4.2.0indirect
npmtsutils3.21.0indirect
npmtuf-js1.1.7indirect
npmtunnel-agent0.6.0indirect
npmtype-check0.4.0indirect
npmtype-detect4.0.8indirect
npmtype-fest0.18.1indirect
npmtype-fest0.20.2indirect
npmtype-fest0.21.3indirect
npmtype-fest0.4.1indirect
npmtype-fest0.6.0indirect
npmtype-fest0.8.1indirect
npmtype-fest1.4.0indirect
npmtype-fest2.19.0indirect
npmtype-fest4.39.0indirect
npmtype-is1.6.18indirect
npmtyped-array-buffer1.0.3indirect
npmtyped-array-byte-length1.0.3indirect
npmtyped-array-byte-offset1.0.4indirect
npmtyped-array-length1.0.7indirect
npmtypedarray0.0.6indirect
npmtypedarray-to-buffer3.1.5indirect
npmtypescript-json-schema0.52.0indirect
npmuglify-js3.19.3indirect
npmulid2.3.0indirect
npmulid2.4.0indirect
npmunbox-primitive1.1.0indirect
npmundici-types6.20.0indirect
npmundici-types7.16.0indirect
npmundici-types7.24.6indirect
npmunfetch4.2.0indirect
npmunique-filename2.0.1indirect
npmunique-filename3.0.0indirect
npmunique-filename4.0.0indirect
npmunique-slug3.0.0indirect
npmunique-slug4.0.0indirect
npmunique-slug5.0.0indirect
npmunique-string3.0.0indirect
npmuniversal-cookie4.0.4indirect
npmuniversal-user-agent6.0.1indirect
npmunpipe1.0.0indirect
npmuntildify4.0.0indirect
npmupath2.0.1indirect
npmupdate-browserslist-db1.1.3indirect
npmupdate-notifier6.0.2indirect
npmuri-js4.4.1indirect
npmurl0.10.3indirect
npmurl0.11.4indirect
npmurlgrey1.0.0indirect
npmutil0.12.5indirect
npmutil-deprecate1.0.2indirect
npmutils-merge1.0.1indirect
npmv8-compile-cache2.3.0indirect
npmv8-compile-cache-lib3.0.1indirect
npmv8-to-istanbul9.3.0indirect
npmvalidate-npm-package-license3.0.4indirect
npmvalidate-npm-package-name3.0.0indirect
npmvalidate-npm-package-name4.0.0indirect
npmvalidate-npm-package-name5.0.1indirect
npmvalue-or-promise1.0.11indirect
npmvary1.1.2indirect
npmwalk-up-path1.0.0indirect
npmwalker1.0.8indirect
npmwcwidth1.0.1indirect
npmweb-vitals^2.1.4indirect
npmwebidl-conversions3.0.1indirect
npmwhatwg-fetch2.0.4indirect
npmwhatwg-fetch3.6.20indirect
npmwhatwg-url5.0.0indirect
npmwhich2.0.2indirect
npmwhich3.0.1indirect
npmwhich5.0.0indirect
npmwhich-boxed-primitive1.1.1indirect
npmwhich-builtin-type1.2.1indirect
npmwhich-collection1.0.2indirect
npmwhich-module2.0.1indirect
npmwhich-pm-runs1.1.0indirect
npmwhich-typed-array1.1.19indirect
npmwide-align1.1.5indirect
npmwidest-line4.0.1indirect
npmwinston3.17.0indirect
npmwinston-daily-rotate-file4.7.1indirect
npmwinston-transport4.9.0indirect
npmword-wrap1.2.5indirect
npmwordwrap1.0.0indirect
npmworkerpool6.5.1indirect
npmwrap-ansi6.2.0indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrap-ansi9.0.0indirect
npmwrap-ansi-cjs7.0.0indirect
npmwrappy1.0.2indirect
npmwrite-file-atomic2.4.3indirect
npmwrite-file-atomic3.0.3indirect
npmwrite-file-atomic4.0.2indirect
npmwrite-json-file3.2.0indirect
npmwrite-json-file4.3.0indirect
npmwrite-pkg4.0.0indirect
npmxcode2.1.0indirect
npmxdg-basedir5.1.0indirect
npmxml1.0.1indirect
npmxml-naming0.1.0indirect
npmxml2js0.6.2indirect
npmxmlbuilder11.0.1indirect
npmxmlbuilder15.1.1indirect
npmxtend4.0.2indirect
npmy18n4.0.3indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyallist4.0.0indirect
npmyallist5.0.0indirect
npmyaml1.10.2indirect
npmyaml1.10.3indirect
npmyaml2.7.1indirect
npmyargs-parser18.1.3indirect
npmyargs-parser20.2.4indirect
npmyargs-parser20.2.9indirect
npmyargs-parser21.1.1indirect
npmyauzl3.2.0indirect
npmyn3.1.1indirect
npmyocto-queue0.1.0indirect
npmzen-observable0.7.1indirect
npmzen-observable0.8.15indirect
npmzen-observable-ts0.8.19indirect
npmzen-observable-ts0.8.21indirect
npmzen-observable-ts1.2.5indirect
npmzen-push0.2.1indirect
npmzip-stream4.1.1indirect
npmzip-stream6.0.1indirect
PyPIboto3—indirect
PyPIboto31.37.38indirect
PyPIbotocore—indirect
PyPIpylint—indirect
Dependency advisories 25

This repository publishes no package the index resolves, so its own dependency graph was assessed — 2,366 packages, which also include development and test pins that never ship: 25 carry known advisories, of which 3 are direct. 160 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
axios1.16.1directhigh101.18.0
js-yaml4.1.1directhigh34.3.1
js-yaml4.2.0directhigh24.3.1
brace-expansion1.1.14indirecthigh35.0.9
brace-expansion1.1.15indirecthigh35.0.9
brace-expansion5.0.6indirecthigh35.0.9
fast-uri3.1.2indirecthigh34.1.2
nanoid3.3.12indirecthigh25.1.16
sigstore1.9.0indirecthigh14.1.1
tar7.5.11indirecthigh67.5.21
ajv6.12.6indirectmoderate18.18.0
ajv8.13.0indirectmoderate18.18.0
ip-address9.0.5indirectmoderate210.3.1
morgan1.10.1indirectmoderate11.11.0
pkg5.8.1indirectmoderate1—
qs6.15.0indirectmoderate16.15.2
yaml1.10.2indirectmoderate12.8.3
yaml2.7.1indirectmoderate12.8.3
yauzl3.2.0indirectmoderate13.2.1
@babel/core7.26.10indirectlow18.0.0-rc.6
@tootallnate/once1.1.2indirectlow13.0.1
@tootallnate/once2.0.0indirectlow13.0.1
aws-sdk2.1692.0indirectlow1—
body-parser1.20.3indirectlow12.3.0
body-parser1.20.5indirectlow12.3.0

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.

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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 statistics — npm.