Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-15 09:00 UTC

get-dst / dst

dst (data serve tool) — open-source semantic layer and MCP server between the AI your team uses and your data warehouse. Governed answers with the SQL, a grade and a receipt.

PythonApache-2.0★ 15 stars⑂ 0 forkssince Aug 2026View on GitHub ↗
KindNetwork serviceCommand-line toolMCP serverLibraryhow this is determined

get-dst/dst holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (84/100) and lowest on Sustainability & Governance (33/100). It was last updated today. A single contributor accounts for most of its recent work.

57
overall / 100
Moderate

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.

57
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 55 is calibrated to 57 on the published index scale (record calibration 2026-08-02).

Ownership

data serve toolOrganization
1 follower3 public repossince Aug 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIdst-core0.7.02,450260 days agodata-accessgovernancemcpsemantic-layertext-to-sql

Metrics by category

Vitality

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

67Good · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
3.5/36Commit cadence — 5/52 weeks with commits
13/18Commit volume — 27 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year27
human_commit_share1
days_since_last_push0
active_weeks_last_year5
How it's scored
27/27Ships releases — 25 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~2.1 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count25
latest_release_tagv0.7.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases2.1

Community & Adoption

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

54Moderate · 17% of overall
How it's scored
18.6/60Stars — 15 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars15
watchers0
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_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateyes
How it's scored
45.2/80Monthly downloads — 2,450 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesdst-core
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2,450
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?

33At Risk · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/42Issue resolution — no issues or no data
0/30PR acceptance — 0/6 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/28 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio—
closed_unmerged_prs6
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
2.2/25Owner reach — 1 followers of get-dst
4.7/25Track record — 3 public repos, account ~0 yr old
Inputs used
followers1
owner_typeOrganization
is_verifiedno
owner_loginget-dst
public_repos3
account_age_days59

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 26 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesdst-core
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

84Excellent · 19% of overall
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.dataservetool.com
10/10Repository description
10/10Topics — 13 topics
0/10Wiki
Inputs used
topicsanalytics, bigquery, data-governance, duckdb, llm, mcp, semantic-layer, snowflake, text-to-sql, ai-agents, data-warehouse, dbt, model-context-protocol
has_wikino
homepagehttps://www.dataservetool.com
docs_sitehttps://www.dataservetool.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

34At Risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/28 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 69 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3
Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.
How it's scored
6.4/35Direct dependencies free of known advisories — 3 affected: pyjwt 2.13.0 (critical 9.1), snowflake-connector-python 4.6.0 (critical 9.4), pydantic-settings 2.14.1 (moderate 5.3)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
29.3/40No advisories left outstanding — 2 advisory-carrying package(s) unaddressed past 90 days; oldest published 117 days ago
Inputs used
sourceosv
advisories93
affected_packages20
assessed_packages558
unassessed_packages0
affected_by_severitycritical 3, high 12, moderate 4, low 1
direct_affected_packages3
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 558 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

66Good · 4% of overall
How it's scored
45/45Agent instructions — CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt present
15.2/40Legible commit history — 8 of 28 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_url—
legible_history_share0.286
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes3,171
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js, pyproject.toml ([tool.ruff])
11/11Static type checking — apps/web/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 28
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
lockfilespnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsapps/web/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0
How it's scored
27/45Type-checkable code — Python with type-check config (apps/web/tsconfig.json)
54.1/55Manageable file sizes — 10/644 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes293,016
source_files_sampled644
oversized_source_files10
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

15GitHub stars
1contributors
27commits, last 12 months
0days since last push
25releases
1bus factor
0open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:dst-core@0.7.0; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 3.0 / 10
3.0aggregate

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 · 2026-10-15 08:59 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/28 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities69 existing vulnerabilities detected
Direct dependencies 18
RegistryPackageVersion constraintManifest
PyPIfastapi>=0.115pyproject.toml
PyPIuvicorn>=0.32pyproject.toml
PyPIpydantic>=2.9pyproject.toml
PyPIpydantic-settings>=2.6pyproject.toml
PyPIsqlalchemy>=2.0pyproject.toml
PyPIpsycopg>=3.2pyproject.toml
PyPIalembic>=1.13pyproject.toml
PyPIduckdb>=1.5.3pyproject.toml
PyPIsqlglot>=30.8.0pyproject.toml
PyPIanthropic>=0.105.2,<1pyproject.toml
PyPIgoogle-cloud-bigquery>=3.41.0pyproject.toml
PyPIpymysql>=1.1pyproject.toml
PyPIsnowflake-connector-python>=3.12pyproject.toml
PyPIpyjwt>=2.13.0pyproject.toml
PyPIcryptography>=43pyproject.toml
PyPImcp>=1.23,<2pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPIhttpx>=0.27pyproject.toml
All dependencies 558

Full resolved dependency set from the GitHub dependency graph: 18 direct and 540 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIanthropic0.105.2direct
PyPIcryptography50.0.1direct
PyPIduckdb1.5.3direct
PyPIfastapi0.136.3direct
PyPIgoogle-cloud-bigquery3.41.0direct
PyPIhttpx0.28.1direct
PyPImcp1.29.1direct
PyPIpsycopg3.3.4direct
PyPIpydantic2.13.4direct
PyPIpydantic-settings2.14.1direct
PyPIpyjwt2.13.0direct
PyPIpymysql1.2.0direct
PyPIpyyaml6.0.3direct
PyPIsnowflake-connector-python4.6.0direct
PyPIsqlalchemy2.0.50direct
PyPIsqlglot30.8.0direct
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npmeslint-plugin-react-hooks7.1.1indirect
npmeslint-plugin-react-refresh0.5.2indirect
npmeslint-scope9.1.2indirect
npmeslint-visitor-keys3.4.3indirect
npmeslint-visitor-keys5.0.1indirect
npmespree11.2.0indirect
npmesquery1.7.0indirect
npmesrecurse4.3.0indirect
npmestraverse5.3.0indirect
npmestree-util-is-identifier-name3.0.0indirect
npmestree-walker3.0.3indirect
npmesutils2.0.3indirect
npmeventemitter35.0.4indirect
npmexpect-type1.3.0indirect
npmextend3.0.2indirect
npmfast-deep-equal3.1.3indirect
npmfast-json-stable-stringify2.1.0indirect
npmfast-levenshtein2.0.6indirect
npmfdir6.5.0indirect
npmfile-entry-cache8.0.0indirect
npmfind-up5.0.0indirect
npmflat-cache4.0.1indirect
npmflatted3.4.2indirect
npmfsevents2.3.3indirect
npmgensync1.0.0-beta.2indirect
npmglob-parent6.0.2indirect
npmglob-to-regexp0.4.1indirect
npmglobals17.6.0indirect
npmgraceful-fs4.2.11indirect
npmhast-util-to-jsx-runtime2.3.6indirect
npmhast-util-whitespace3.0.0indirect
npmhermes-estree0.25.1indirect
npmhermes-parser0.25.1indirect
npmhtml-encoding-sniffer6.0.0indirect
npmhtml-url-attributes3.0.1indirect
npmignore5.3.2indirect
npmignore7.0.5indirect
npmimmer11.1.18indirect
npmimurmurhash0.1.4indirect
npmindent-string4.0.0indirect
npminline-style-parser0.2.7indirect
npminternmap2.0.3indirect
npmis-alphabetical2.0.1indirect
npmis-alphanumerical2.0.1indirect
npmis-decimal2.0.1indirect
npmis-extglob2.1.1indirect
npmis-glob4.0.3indirect
npmis-hexadecimal2.0.1indirect
npmis-plain-obj4.1.0indirect
npmis-potential-custom-element-name1.0.1indirect
npmisexe2.0.0indirect
npmjiti2.7.0indirect
npmjs-cookie3.0.7indirect
npmjs-tokens4.0.0indirect
npmjsdom29.1.1indirect
npmjsesc3.1.0indirect
npmjson-buffer3.0.1indirect
npmjson-schema-traverse0.4.1indirect
npmjson-stable-stringify-without-jsonify1.0.1indirect
npmjson52.2.3indirect
npmkeyv4.5.4indirect
npmlevn0.4.1indirect
npmlightningcss1.32.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmlocate-path6.0.0indirect
npmlongest-streak3.1.0indirect
npmlru-cache11.5.1indirect
npmlru-cache5.1.1indirect
npmlz-string1.5.0indirect
npmmagic-string0.30.21indirect
npmmarkdown-table3.0.4indirect
npmmdast-util-find-and-replace3.0.2indirect
npmmdast-util-from-markdown2.0.3indirect
npmmdast-util-gfm3.1.0indirect
npmmdast-util-gfm-autolink-literal2.0.1indirect
npmmdast-util-gfm-footnote2.1.0indirect
npmmdast-util-gfm-strikethrough2.0.0indirect
npmmdast-util-gfm-table2.0.0indirect
npmmdast-util-gfm-task-list-item2.0.0indirect
npmmdast-util-mdx-expression2.0.1indirect
npmmdast-util-mdx-jsx3.2.0indirect
npmmdast-util-mdxjs-esm2.0.1indirect
npmmdast-util-phrasing4.1.0indirect
npmmdast-util-to-hast13.2.1indirect
npmmdast-util-to-markdown2.1.2indirect
npmmdast-util-to-string4.0.0indirect
npmmdn-data2.27.1indirect
npmmicromark4.0.2indirect
npmmicromark-core-commonmark2.0.3indirect
npmmicromark-extension-gfm3.0.0indirect
npmmicromark-extension-gfm-autolink-literal2.1.0indirect
npmmicromark-extension-gfm-footnote2.1.0indirect
npmmicromark-extension-gfm-strikethrough2.1.0indirect
npmmicromark-extension-gfm-table2.1.1indirect
npmmicromark-extension-gfm-tagfilter2.0.0indirect
npmmicromark-extension-gfm-task-list-item2.1.0indirect
npmmicromark-factory-destination2.0.1indirect
npmmicromark-factory-label2.0.1indirect
npmmicromark-factory-space2.0.1indirect
npmmicromark-factory-title2.0.1indirect
npmmicromark-factory-whitespace2.0.1indirect
npmmicromark-util-character2.1.1indirect
npmmicromark-util-chunked2.0.1indirect
npmmicromark-util-classify-character2.0.1indirect
npmmicromark-util-combine-extensions2.0.1indirect
npmmicromark-util-decode-numeric-character-reference2.0.2indirect
npmmicromark-util-decode-string2.0.1indirect
npmmicromark-util-encode2.0.1indirect
npmmicromark-util-html-tag-name2.0.1indirect
npmmicromark-util-normalize-identifier2.0.1indirect
npmmicromark-util-resolve-all2.0.1indirect
npmmicromark-util-sanitize-uri2.0.1indirect
npmmicromark-util-subtokenize2.1.0indirect
npmmicromark-util-symbol2.0.1indirect
npmmicromark-util-types2.0.2indirect
npmmin-indent1.0.1indirect
npmminimatch10.2.5indirect
npmmoo0.5.3indirect
npmms2.1.3indirect
npmnanoid3.3.12indirect
npmnatural-compare1.4.0indirect
npmnearley2.20.1indirect
npmnode-releases2.0.47indirect
npmobug2.1.1indirect
npmoptionator0.9.4indirect
npmp-limit3.1.0indirect
npmp-locate5.0.0indirect
npmparse-entities4.0.2indirect
npmparse58.0.1indirect
npmpath-exists4.0.0indirect
npmpath-key3.1.1indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.4indirect
npmpostcss8.5.15indirect
npmprelude-ls1.2.1indirect
npmpretty-format27.5.1indirect
npmproperty-information7.2.0indirect
npmpunycode2.3.1indirect
npmrailroad-diagrams1.0.0indirect
npmrandexp0.4.6indirect
npmreact19.2.7indirect
npmreact-dom19.2.7indirect
npmreact-is17.0.2indirect
npmreact-markdown10.1.0indirect
npmreact-redux9.3.0indirect
npmreact-router7.16.0indirect
npmreact-router-dom7.16.0indirect
npmrecharts3.10.1indirect
npmredent3.0.0indirect
npmredux5.0.1indirect
npmredux-thunk3.1.0indirect
npmremark-gfm4.0.1indirect
npmremark-parse11.0.0indirect
npmremark-rehype11.1.2indirect
npmremark-stringify11.0.0indirect
npmrequire-from-string2.0.2indirect
npmreselect5.2.0indirect
npmret0.1.15indirect
npmrolldown1.0.3indirect
npmsaxes6.0.0indirect
npmscheduler0.27.0indirect
npmsemver6.3.1indirect
npmsemver7.8.1indirect
npmset-cookie-parser2.7.2indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsiginfo2.0.0indirect
npmsource-map-js1.2.1indirect
npmspace-separated-tokens2.0.2indirect
npmsql-formatter15.8.2indirect
npmstackback0.0.2indirect
npmstd-env3.10.0indirect
npmstd-env4.1.0indirect
npmstringify-entities4.0.4indirect
npmstrip-indent3.0.0indirect
npmstyle-to-js1.1.21indirect
npmstyle-to-object1.0.14indirect
npmswr2.3.4indirect
npmsymbol-tree3.2.4indirect
npmtailwindcss4.3.0indirect
npmtapable2.3.3indirect
npmtiny-invariant1.3.3indirect
npmtinybench2.9.0indirect
npmtinyexec1.2.4indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.0indirect
npmtldts7.4.2indirect
npmtldts-core7.4.2indirect
npmtough-cookie6.0.1indirect
npmtr466.0.0indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmts-api-utils2.5.0indirect
npmtslib2.8.1indirect
npmtype-check0.4.0indirect
npmtypescript6.0.3indirect
npmtypescript-eslint8.60.1indirect
npmundici7.27.0indirect
npmundici-types7.16.0indirect
npmunified11.0.5indirect
npmunist-util-is6.0.1indirect
npmunist-util-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.1.0indirect
npmunist-util-visit-parents6.0.2indirect
npmupdate-browserslist-db1.2.3indirect
npmuri-js4.4.1indirect
npmuse-sync-external-store1.6.0indirect
npmvfile6.0.3indirect
npmvfile-message4.0.3indirect
npmvictory-vendor37.3.6indirect
npmvite8.0.16indirect
npmvitest4.1.8indirect
npmw3c-xmlserializer5.0.0indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmyallist3.1.1indirect
npmyocto-queue0.1.0indirect
npmzod4.4.3indirect
npmzod-validation-error4.0.2indirect
npmzwitch2.0.4indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.13.0indirect
PyPIasn1crypto1.5.1indirect
PyPIast-serialize0.5.0indirect
PyPIattrs26.1.0indirect
PyPIboto31.43.21indirect
PyPIbotocore1.43.21indirect
PyPIcertifi2026.5.20indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.7indirect
PyPIclick8.4.1indirect
PyPIcolorama0.4.6indirect
PyPIdistro1.9.0indirect
PyPIdocstring-parser0.18.0indirect
PyPIdst-core0.7.0indirect
PyPIfastembed0.8.0indirect
PyPIfilelock3.29.0indirect
PyPIflatbuffers25.12.19indirect
PyPIfsspec2026.4.0indirect
PyPIgoogle-api-core2.30.3indirect
PyPIgoogle-auth2.53.0indirect
PyPIgoogle-cloud-core2.6.0indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIgoogle-resumable-media2.9.0indirect
PyPIgoogleapis-common-protos1.75.0indirect
PyPIgreenlet3.5.1indirect
PyPIgrpcio1.81.0indirect
PyPIgrpcio-status1.81.0indirect
PyPIh110.16.0indirect
PyPIhf-xet1.5.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.8.0indirect
PyPIhttpx-sse0.4.3indirect
PyPIhuggingface-hub1.17.0indirect
PyPIidna3.18indirect
PyPIiniconfig2.3.0indirect
PyPIjiter0.15.0indirect
PyPIjmespath1.1.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIlibrt0.11.0indirect
PyPIloguru0.7.3indirect
PyPImako1.3.12indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImdurl0.1.2indirect
PyPImmh35.2.1indirect
PyPImypy2.1.0indirect
PyPImypy-extensions1.1.0indirect
PyPInumpy2.4.6indirect
PyPIonnxruntime1.28.0indirect
PyPIpackaging26.2indirect
PyPIpathspec1.1.1indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.10.0indirect
PyPIpluggy1.6.0indirect
PyPIproto-plus1.28.0indirect
PyPIprotobuf7.35.0indirect
PyPIpsycopg-binary3.3.4indirect
PyPIpy-rust-stemmers0.1.8indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpygments2.20.0indirect
PyPIpyopenssl26.4.0indirect
PyPIpytest9.0.3indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-multipart0.0.30indirect
PyPIpytz2026.2indirect
PyPIpywin32311indirect
PyPIreferencing0.37.0indirect
PyPIrequests2.34.2indirect
PyPIrich15.0.0indirect
PyPIrpds-py2026.5.1indirect
PyPIruff0.15.15indirect
PyPIs3transfer0.18.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsse-starlette3.4.4indirect
PyPIstarlette1.2.1indirect
PyPItokenizers0.23.1indirect
PyPItomlkit0.15.0indirect
PyPItqdm4.67.3indirect
PyPItyper0.25.1indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2026.2indirect
PyPIurllib32.7.0indirect
PyPIuvloop0.22.1indirect
PyPIwatchfiles1.2.0indirect
PyPIwebsockets16.0indirect
PyPIwin32-setctime1.2.0indirect
Dependency advisories 20

This repository publishes no package the index resolves, so its own dependency graph was assessed — 558 packages, which also include development and test pins that never ship: 20 carry known advisories, of which 3 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
pyjwt2.13.0directcritical282.15.0
snowflake-connector-python4.6.0directcritical34.7.3
anyio4.13.0indirectcritical44.14.2
@clerk/clerk-react5.61.3indirecthigh17.2.4
baseline-browser-mapping2.10.33indirecthigh12.11.0
brace-expansion5.0.6indirecthigh65.0.12
browserslist4.28.2indirecthigh24.28.7
fsspec2026.4.0indirecthigh12026.6.0
nanoid3.3.12indirecthigh25.1.16
postcss8.5.15indirecthigh28.5.23
react-router7.16.0indirecthigh58.3.0
source-map-js1.2.1indirecthigh11.2.2
starlette1.2.1indirecthigh41.3.1
undici7.27.0indirecthigh218.10.2
urllib32.7.0indirecthigh62.8.0
pydantic-settings2.14.1directmoderate12.14.2
@vitest/mocker4.1.8indirectmoderate15.0.0-rc.2
mako1.3.12indirectmoderate11.4.2
vitest4.1.8indirectmoderate15.0.0-rc.2
python-multipart0.0.30indirectlow20.0.31

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.

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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 — PyPI.