Public record
Software health reportschema 0.31.0 · metrics 2.7.0 · 2026-08-12 23:59 UTC

strawberry-graphql / strawberry

A GraphQL library for Python that leverages type annotations 🍓

PythonMIT★ 4,704 stars⑂ 659 forkssince Dec 2018View on GitHub ↗
KindLibraryCommand-line toolNetwork serviceWeb interfacehow this is determined
#graphql#graphql-server#python#starlette#asyncio#mypy#django#graphql-library#asgi#graphql-schema#strawberry#hacktoberfest#fastapi

strawberry-graphql/strawberry holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (96/100) and lowest on Sustainability & Governance (72/100). It was last updated 1 day ago. 2 contributors account for most of its recent work.

98
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.

98
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 86 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

Strawberry GraphQLOrganization
201 followers24 public repossince Feb 2019

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIstrawberry-graphql0.324.0-1,0982 days agographqlapireststarletteasync

Metrics by category

Vitality

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

95Exceptional · 21% of overall

Development activity

98Exceptional
How it's scored
36/36Push recency — last push 1 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 523 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year523
human_commit_share0.53
days_since_last_push1
active_weeks_last_year49

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~3.6 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tag0.324.0
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases3.6

Community & Adoption

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

92Excellent · 17% of overall

Popularity & adoption

92Excellent
How it's scored
59.6/60Stars — 4,704 stars
23.5/25Forks — 659 forks
8.7/15Watchers — 38 watchers
Inputs used
forks659
stars4,704
watchers38
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 (MIT)
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_badges2
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Sustainability & Governance

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

72Good · 23% of overall

Maintainer resilience (bus factor)

63Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
14.4/22.5Commit distribution — top contributor authored 36% of commits
13.5/13.5Contributor breadth — 97 contributors
10/10OpenSSF Scorecard: Contributors — project has 41 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled97
top_contributor_share0.359

Issue & PR responsiveness

62Moderate
How it's scored
34.1/42Issue resolution — 81% of issues closed
22.3/30PR acceptance — 2,359/3,170 decided PRs merged
2.4/13Newcomer PR acceptance — 2/11 first-time contributors' PRs merged in 30d
3/15OpenSSF Scorecard: Code-Review — Found 2/8 approved changesets -- score normalized to 2
Inputs used
merged_prs2,359
open_issues223
closed_issues966
prs_merged_7d1
prs_decided_7d1
prs_merged_30d10
prs_decided_30d19
issue_closed_ratio0.812
closed_unmerged_prs811
first_time_authors_30d8
first_time_prs_merged_30d2
first_time_prs_decided_30d11

Ownership & stewardship

69Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
16.6/25Owner reach — 201 followers of strawberry-graphql
22.2/25Track record — 24 public repos, account ~7 yr old
Inputs used
followers201
owner_typeOrganization
is_verified—
owner_loginstrawberry-graphql
public_repos24
account_age_days2,723

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 2 days ago
20/20Version history — 1,098 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesstrawberry-graphql
ecosystemspypi
any_deprecatedno
min_days_since_publish2

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 26 out of 26 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://strawberry.rocks
10/10Repository description
10/10Topics — 13 topics
0/10Wiki
Inputs used
topicsgraphql, graphql-server, python, starlette, asyncio, mypy, django, graphql-library, asgi, graphql-schema, strawberry, hacktoberfest, fastapi
has_wikino
homepagehttps://strawberry.rocks
docs_sitehttps://strawberry.rocks
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

74Good · 16% of overall

Security posture

67Good
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 — 26 out of 26 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
1.5/7.5Code-Review — Found 2/8 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 41 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 20 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 40 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.7
Excluded from scoring (no data or not applicable): branch_protection, packaging. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages6
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 pypi:strawberry-graphql@0.324.0 runtime dependency closure — what installing the published package pulls in — 6 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.

83Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 50 of 53 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.943
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes3,770

Verify loop (build / test / typecheck)

98Exceptional
How it's scored
18/18One-command bootstrap — noxfile.py
22/22Automated tests
11/11Lint / format config — eslint.config.js
11/11Static type checking — e2e/tsconfig.json, mypy.ini, strawberry/py.typed
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
10/10Demonstrated agent practice — 6 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 42 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesnoxfile.py
has_devcontaineryes
has_linter_configyes
typecheck_configse2e/tsconfig.json, mypy.ini, strawberry/py.typed
agent_commit_share0.06
toolchain_manifests—
dependency_bot_commit_share0.42

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (e2e/tsconfig.json, mypy.ini, strawberry/py.typed)
55/55Manageable file sizes — 0/733 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes56,515
source_files_sampled733
oversized_source_files0

Machine-readable interfaces

40Weak
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — e2e/src/schema.graphql, tests/benchmarks/queries/items.graphql, tests/benchmarks/queries/large_items.graphql, tests/benchmarks/queries/many_fields.graphql, tests/benchmarks/queries/many_fields_directives.graphql, tests/benchmarks/queries/simple.graphql, tests/benchmarks/queries/stadium.graphql, tests/codegen/queries/alias.graphql, tests/codegen/queries/basic.graphql, tests/codegen/queries/custom_scalar.graphql, tests/codegen/queries/enum.graphql, tests/codegen/queries/fragment.graphql, tests/codegen/queries/generic_types.graphql, tests/codegen/queries/interface.graphql, tests/codegen/queries/interface_fragments.graphql, tests/codegen/queries/interface_fragments_with_spread.graphql, tests/codegen/queries/interface_single_fragment.graphql, tests/codegen/queries/multiple_types.graphql, tests/codegen/queries/multiple_types_optional.graphql, tests/codegen/queries/mutation-fragment.graphql, tests/codegen/queries/mutation.graphql, tests/codegen/queries/mutation_with_object.graphql, tests/codegen/queries/nullable_list_of_non_scalars.graphql, tests/codegen/queries/optional_and_lists.graphql, tests/codegen/queries/union.graphql, tests/codegen/queries/union_return.graphql, tests/codegen/queries/union_with_one_type.graphql, tests/codegen/queries/union_with_typename.graphql, tests/codegen/queries/union_with_typename_and_fragment.graphql, tests/codegen/queries/variables.graphql, tests/codegen/queries/with_directives.graphql, tests/codegen/relay_queries/relay_alias.graphql, tests/codegen/relay_queries/relay_fragment.graphql, tests/codegen/relay_queries/relay_list.graphql, tests/codegen/relay_queries/relay_nested_nodes.graphql, tests/codegen/relay_queries/relay_node_id.graphql, tests/codegen/relay_queries/relay_variables.graphql
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalno
api_schema_filese2e/src/schema.graphql, tests/benchmarks/queries/items.graphql, tests/benchmarks/queries/large_items.graphql, tests/benchmarks/queries/many_fields.graphql, tests/benchmarks/queries/many_fields_directives.graphql, tests/benchmarks/queries/simple.graphql, tests/benchmarks/queries/stadium.graphql, tests/codegen/queries/alias.graphql, tests/codegen/queries/basic.graphql, tests/codegen/queries/custom_scalar.graphql, tests/codegen/queries/enum.graphql, tests/codegen/queries/fragment.graphql, tests/codegen/queries/generic_types.graphql, tests/codegen/queries/interface.graphql, tests/codegen/queries/interface_fragments.graphql, tests/codegen/queries/interface_fragments_with_spread.graphql, tests/codegen/queries/interface_single_fragment.graphql, tests/codegen/queries/multiple_types.graphql, tests/codegen/queries/multiple_types_optional.graphql, tests/codegen/queries/mutation-fragment.graphql, tests/codegen/queries/mutation.graphql, tests/codegen/queries/mutation_with_object.graphql, tests/codegen/queries/nullable_list_of_non_scalars.graphql, tests/codegen/queries/optional_and_lists.graphql, tests/codegen/queries/union.graphql, tests/codegen/queries/union_return.graphql, tests/codegen/queries/union_with_one_type.graphql, tests/codegen/queries/union_with_typename.graphql, tests/codegen/queries/union_with_typename_and_fragment.graphql, tests/codegen/queries/variables.graphql, tests/codegen/queries/with_directives.graphql, tests/codegen/relay_queries/relay_alias.graphql, tests/codegen/relay_queries/relay_fragment.graphql, tests/codegen/relay_queries/relay_list.graphql, tests/codegen/relay_queries/relay_nested_nodes.graphql, tests/codegen/relay_queries/relay_node_id.graphql, tests/codegen/relay_queries/relay_variables.graphql

Key facts

4,704GitHub stars
97contributors
523commits, last 12 months
1days since last push
100releases
2bus factor
223open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 15 authors (cap 12)

More detail

Star and fork history 0 ★ / 659 ⇿
0Stars
659Forks
99Releases

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.

0125250375500625750650102019-052022-122026-08
Major 0Minor 39Patch 60

Each point covers 7 days.

OpenSSF Scorecard 6.7 / 10
6.7aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-12 23:59 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-Tests26 out of 26 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 2/8 approved changesets -- score normalized to 2
10Contributorsproject has 41 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 20 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities40 existing vulnerabilities detected
Direct dependencies 24
RegistryPackageVersion constraintManifest
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All dependencies 267

Full resolved dependency set from the GitHub dependency graph: 24 direct and 243 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIparso0.8.6indirect
PyPIpathspec1.0.4indirect
PyPIpip26.1.2indirect
PyPIplatformdirs4.9.4indirect
PyPIpluggy1.6.0indirect
PyPIpolyfactory3.3.0indirect
PyPIposthog7.9.12indirect
PyPIpre-commit4.6.1indirect
PyPIpriority2.0.0indirect
PyPIpropcache0.4.1indirect
PyPIprotobuf7.35.1indirect
PyPIpsutil7.2.2indirect
PyPIpy-ubjson0.16.1indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycparser3.0indirect
PyPIpydantic2.13.4indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-extra-types2.11.1indirect
PyPIpydantic-settings2.14.2indirect
PyPIpygls2.1.1indirect
PyPIpygments2.20.0indirect
PyPIpyinstrument5.1.2indirect
PyPIpyopenssl26.4.0indirect
PyPIpyright1.1.411indirect
PyPIpytest9.1.1indirect
PyPIpytest-aiohttp1.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-codspeed5.0.3indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-django4.12.0indirect
PyPIpytest-emoji0.2.0indirect
PyPIpytest-memray1.8.0indirect
PyPIpytest-mock3.15.1indirect
PyPIpytest-snapshot0.9.0indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-discovery1.2.1indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-multipart0.0.32indirect
PyPIpyyaml6.0.3indirect
PyPIpyyaml-ft8.0.0indirect
PyPIquart0.20.0indirect
PyPIreadchar4.2.2indirect
PyPIrequests2.33.1indirect
PyPIrich15.0.0indirect
PyPIrich-click1.9.7indirect
PyPIrich-toolkit0.20.1indirect
PyPIruff0.16.0indirect
PyPIruns1.3.0indirect
PyPIsanic25.12.1indirect
PyPIsanic-routing23.12.0indirect
PyPIsanic-testing24.6.0indirect
PyPIsentry-sdk2.61.1indirect
PyPIservice-identity24.2.0indirect
PyPIsetuptools83.0.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsmmap5.0.3indirect
PyPIsniffio1.3.1indirect
PyPIsqlparse0.5.5indirect
PyPIstarlette1.3.1indirect
PyPIstrawberry-graphql0.324.0indirect
PyPItaskgroup0.2.2indirect
PyPItextual8.2.7indirect
PyPItomli2.4.1indirect
PyPItomlkit0.14.0indirect
PyPItracerite2.3.1indirect
PyPItree-sitter0.25.2indirect
PyPItree-sitter-go0.25.0indirect
PyPItree-sitter-groovy0.1.2indirect
PyPItree-sitter-java0.23.5indirect
PyPItree-sitter-javascript0.25.0indirect
PyPItree-sitter-kotlin1.1.0indirect
PyPItree-sitter-typescript0.23.2indirect
PyPItwisted26.4.0rc2indirect
PyPItxaio25.12.2indirect
PyPItxaio25.9.2indirect
PyPItyper0.27.0indirect
PyPItypes-aiofiles25.1.0.20260518indirect
PyPItypes-certifi2021.10.8.3indirect
PyPItypes-chardet5.0.4.6indirect
PyPItypes-deprecated1.3.1.20260520indirect
PyPItypes-freezegun1.1.10indirect
PyPItypes-protobuf7.34.1.20260518indirect
PyPItypes-python-dateutil2.9.0.20260716indirect
PyPItypes-pyyaml6.0.12.20260724indirect
PyPItypes-six1.17.0.20260724indirect
PyPItypes-toml0.10.8.20260518indirect
PyPItypes-typed-ast1.5.8.7indirect
PyPItypes-ujson5.10.0.20250822indirect
PyPItypeshed-client2.9.0indirect
PyPItyping-inspect0.9.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2026.1indirect
PyPIu-msgpack-python2.8.0indirect
PyPIuc-micro-py2.0.0indirect
PyPIujson5.13.0indirect
PyPIunidiff0.7.5indirect
PyPIurllib32.7.0indirect
PyPIuvicorn0.51.0indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv21.2.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.6.0indirect
PyPIwebsockets16.1.1indirect
PyPIwerkzeug3.1.8indirect
PyPIwheel0.46.3indirect
PyPIwsproto1.3.2indirect
PyPIxmod1.9.0indirect
PyPIyarl1.23.0indirect
PyPIz3-solver4.16.0.0indirect
PyPIzipp3.23.0indirect
PyPIzope-interface8.2indirect
Dependency advisories 0

Installing pypi:strawberry-graphql@0.324.0 pulls in 6 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.

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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.7.0, schema v0.31.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.