Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 08:49 UTC

mlflow-oidc / mlflow-oidc-auth

MLflow Tracking Server OIDC Auth plugin

Python · TypeScriptApache-2.0★ 126 stars⑂ 65 forkssince Apr 2024View on GitHub ↗

KindNetwork serviceCommand-line toolPluginLibraryWeb interfacehow this is determined

#mlflow #mlflow-tracking-server #oauth2 #oidc #permission-management #sso #machine-learning

mlflow-oidc/mlflow-oidc-auth holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (96/100) and lowest on Sustainability & Governance (64/100). It was last updated 5 days ago. 2 contributors account for most of its recent work.

overall / 100

Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

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)

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

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

Ownership

MLflow + OpenID ConnectOrganization

7 followers8 public repossince Jan 2025

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

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish	Tags
PyPI	mlflow-oidc-auth	7.18.2	69,081	106	5 days ago	mlflow oauth2 oidc

Metrics by category

Vitality

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

89Excellent · 21% of overall

Development activity

88Excellent

How it's scored

36/36	Push recency — last push 5 days ago
23.5/36	Commit cadence — 34/52 weeks with commits
18/18	Commit volume — 341 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	341
human_commit_share	1
days_since_last_push	5
active_weeks_last_year	34

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 5 days ago
27/27	Release cadence — a release every ~3.1 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	100
latest_release_tag	v7.18.2
releases_from_tags	no
days_since_latest_release	5
mean_days_between_releases	3.1

Community & Adoption

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

71Good · 17% of overall

Popularity & adoption

53Moderate

How it's scored

34/60	Stars — 126 stars
15.1/25	Forks — 65 forks
3.9/15	Watchers — 6 watchers

Inputs used

forks	65
stars	126
watchers	6
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

85Excellent

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
18/18	CONTRIBUTING guide
13.5/13.5	Code of conduct
0/7.2	Issue template
0/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	1
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	shields.io
has_pull_request_template	no

Ecosystem adoption (downloads)

81Excellent

How it's scored

64.5/80	Monthly downloads — 69,081 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	mlflow-oidc-auth
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	69,081
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?

64Moderate · 23% of overall

Maintainer resilience (bus factor)

60Moderate

How it's scored

25.2/54	Bus factor — 2 contributor(s) cover half of all commits
11.8/22.5	Commit distribution — top contributor authored 48% of commits
13.5/13.5	Contributor breadth — 20 contributors
10/10	OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations

Inputs used

bus_factor	2
contributors_sampled	20
top_contributor_share	0.475

Issue & PR responsiveness

57Moderate

How it's scored

27.1/42	Issue resolution — 65% of issues closed
21.1/30	PR acceptance — 138/196 decided PRs merged
8.7/13	Newcomer PR acceptance — 2/3 first-time contributors' PRs merged in 30d
0/15	OpenSSF Scorecard: Code-Review — Found 2/24 approved changesets -- score normalized to 0

Inputs used

merged_prs	138
open_issues	52
closed_issues	95
prs_merged_7d	1
prs_decided_7d	1
prs_merged_30d	2
prs_decided_30d	3
issue_closed_ratio	0.646
closed_unmerged_prs	58
first_time_authors_30d	3
first_time_prs_merged_30d	2
first_time_prs_decided_30d	3

Ownership & stewardship

47Weak

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
6.5/25	Owner reach — 7 followers of mlflow-oidc
10.2/25	Track record — 8 public repos, account ~1 yr old

Inputs used

followers	7
owner_type	Organization
is_verified	no
owner_login	mlflow-oidc
public_repos	8
account_age_days	589

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 5 days ago
20/20	Version history — 106 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	mlflow-oidc-auth
ecosystems	pypi
any_deprecated	no
min_days_since_publish	5

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

100Exceptional

How it's scored

24/24	CI workflows — 9 workflow(s)
24/24	Tests present
16/16	Linter config — eslint.config.js, pyproject.toml ([tool.black]), tox.ini
9.6/9.6	Pre-commit hooks
6.4/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 24 out of 24 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	yes
has_linter_config	yes
has_precommit_config	yes

Documentation

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://mlflow-oidc.github.io/mlflow-oidc-auth/
10/10	Repository description
10/10	Topics — 7 topics
0/10	Wiki

Inputs used

topics	mlflow, mlflow-tracking-server, oauth2, oidc, permission-management, sso, machine-learning
has_wiki	no
homepage	https://mlflow-oidc.github.io/mlflow-oidc-auth/
docs_site	https://mlflow-oidc.github.io/mlflow-oidc-auth/
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

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

68Good · 16% of overall

Security posture

60Moderate

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 24 out of 24 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 2/24 approved changesets -- score normalized to 0
2.5/2.5	Contributors — project has 5 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5	SAST — SAST tool is not run on all commits -- score normalized to 9
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
4.5/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 68 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	6

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	93
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:mlflow-oidc-auth@7.18.2 runtime dependency closure — what installing the published package pulls in — 93 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.

69Good · 4% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — .github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, AGENTS.md, CLAUDE.md, mlflow_oidc_auth/AGENTS.md, web-react/AGENTS.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.99
agent_instruction_files	.github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, AGENTS.md, CLAUDE.md, mlflow_oidc_auth/AGENTS.md, web-react/AGENTS.md
agent_instruction_max_bytes	10,899

Verify loop (build / test / typecheck)

64Moderate

How it's scored

0/18	One-command bootstrap
22/22	Automated tests
11/11	Lint / format config — eslint.config.js, pyproject.toml ([tool.black]), tox.ini
11/11	Static type checking — web-react/tsconfig.json
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 48 of the last 100 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Inputs used

has_nix	no
has_tests	yes
lockfiles	yarn.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	—
has_devcontainer	no
has_linter_config	yes
typecheck_configs	web-react/tsconfig.json
agent_commit_share	0.48
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

82Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (web-react/tsconfig.json)
54.7/55	Manageable file sizes — 4/667 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	126,517
source_files_sampled	667
oversized_source_files	4

Machine-readable interfaces

40Weak

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto)
0/20	MCP server
40/40	Runnable examples — notebooks

Inputs used

example_dirs	notebooks
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	network-service

Key facts

126GitHub stars

20contributors

341commits, last 12 months

5days since last push

100releases

2bus factor

52open issues

npm, PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 65 ⇿

0Stars

65Forks

100Releases

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.

Major 4Minor 38Patch 44

Each point covers 3 days.

OpenSSF Scorecard 6.0 / 10

6.0aggregate

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 · 2026-09-13 08:49 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	24 out of 24 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 2/24 approved changesets -- score normalized to 0
10	Contributors	project has 5 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
9	SAST	SAST tool is not run on all commits -- score normalized to 9
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
6	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	68 existing vulnerabilities detected

Direct dependencies 20

Registry	Package	Version constraint	Manifest
PyPI	mlflow	`<4,>=3.14.0`	pyproject.toml
PyPI	python-dotenv	`<2`	pyproject.toml
PyPI	requests	`<3,>=2.32.5`	pyproject.toml
PyPI	sqlalchemy	`<3,>=2.0.46`	pyproject.toml
PyPI	flask	`<4`	pyproject.toml
PyPI	gunicorn	`<24`	pyproject.toml
PyPI	alembic	`<2,!=1.18.4`	pyproject.toml
PyPI	authlib	`<2`	pyproject.toml
PyPI	uvicorn	`>=0.41.0`	pyproject.toml
PyPI	fastapi	`>=0.132.0`	pyproject.toml
PyPI	asgiref	`>=3.11.1`	pyproject.toml
PyPI	httpx	`>=0.28.1`	pyproject.toml
PyPI	cachetools	`>=5.5.0`	pyproject.toml
npm	@fortawesome/fontawesome-svg-core	`^7.1.0`	web-react/package.json
npm	@fortawesome/free-solid-svg-icons	`^7.1.0`	web-react/package.json
npm	@fortawesome/react-fontawesome	`^3.1.0`	web-react/package.json
npm	dompurify	`^3.3.0`	web-react/package.json
npm	react	`^19.1.1`	web-react/package.json
npm	react-dom	`^19.1.1`	web-react/package.json
npm	react-router	`^7.9.3`	web-react/package.json

All dependencies 416

Full resolved dependency set from the GitHub dependency graph: 20 direct and 396 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
npm	@fortawesome/fontawesome-svg-core	`7.1.0`	direct
npm	@fortawesome/free-solid-svg-icons	`7.1.0`	direct
npm	@fortawesome/react-fontawesome	`3.1.1`	direct
npm	dompurify	`3.3.1`	direct
npm	react	`19.2.3`	direct
npm	react-dom	`19.2.3`	direct
npm	react-router	`7.12.0`	direct
PyPI	alembic	`—`	direct
PyPI	asgiref	`—`	direct
PyPI	authlib	`—`	direct
PyPI	cachetools	`—`	direct
PyPI	fastapi	`—`	direct
PyPI	flask	`—`	direct
PyPI	gunicorn	`—`	direct
PyPI	httpx	`—`	direct
PyPI	mlflow	`—`	direct
PyPI	python-dotenv	`—`	direct
PyPI	requests	`—`	direct
PyPI	sqlalchemy	`—`	direct
PyPI	uvicorn	`—`	direct
npm	@acemir/cssom	`0.9.30`	indirect
npm	@adobe/css-tools	`4.4.4`	indirect
npm	@asamuzakjp/css-color	`4.1.1`	indirect
npm	@asamuzakjp/dom-selector	`6.7.6`	indirect
npm	@asamuzakjp/nwsapi	`2.3.9`	indirect
npm	@babel/code-frame	`7.27.1`	indirect
npm	@babel/compat-data	`7.28.5`	indirect
npm	@babel/core	`7.28.5`	indirect
npm	@babel/generator	`7.28.5`	indirect
npm	@babel/helper-compilation-targets	`7.27.2`	indirect
npm	@babel/helper-globals	`7.28.0`	indirect
npm	@babel/helper-module-imports	`7.27.1`	indirect
npm	@babel/helper-module-transforms	`7.28.3`	indirect
npm	@babel/helper-string-parser	`7.27.1`	indirect
npm	@babel/helper-validator-identifier	`7.28.5`	indirect
npm	@babel/helper-validator-option	`7.27.1`	indirect
npm	@babel/helpers	`7.28.4`	indirect
npm	@babel/parser	`7.28.5`	indirect
npm	@babel/runtime	`7.28.4`	indirect
npm	@babel/template	`7.27.2`	indirect
npm	@babel/traverse	`7.28.5`	indirect
npm	@babel/types	`7.28.5`	indirect
npm	@bcoe/v8-coverage	`1.0.2`	indirect
npm	@csstools/color-helpers	`5.1.0`	indirect
npm	@csstools/css-calc	`2.1.4`	indirect
npm	@csstools/css-color-parser	`3.1.0`	indirect
npm	@csstools/css-parser-algorithms	`3.0.5`	indirect
npm	@csstools/css-syntax-patches-for-csstree	`1.0.25`	indirect
npm	@csstools/css-tokenizer	`3.0.4`	indirect
npm	@emnapi/core	`1.8.1`	indirect
npm	@emnapi/runtime	`1.8.1`	indirect
npm	@emnapi/wasi-threads	`1.1.0`	indirect
npm	@eslint-community/eslint-utils	`4.9.1`	indirect
npm	@eslint-community/regexpp	`4.12.2`	indirect
npm	@eslint-react/ast	`2.5.5`	indirect
npm	@eslint-react/core	`2.5.5`	indirect
npm	@eslint-react/eff	`2.5.5`	indirect
npm	@eslint-react/shared	`2.5.5`	indirect
npm	@eslint-react/var	`2.5.5`	indirect
npm	@eslint/config-array	`0.21.1`	indirect
npm	@eslint/config-helpers	`0.4.2`	indirect
npm	@eslint/core	`0.17.0`	indirect
npm	@eslint/eslintrc	`3.3.3`	indirect
npm	@eslint/js	`9.39.2`	indirect
npm	@eslint/object-schema	`2.1.7`	indirect
npm	@eslint/plugin-kit	`0.4.1`	indirect
npm	@exodus/bytes	`1.8.0`	indirect
npm	@fortawesome/fontawesome-common-types	`7.1.0`	indirect
npm	@humanfs/core	`0.19.1`	indirect
npm	@humanfs/node	`0.16.7`	indirect
npm	@humanwhocodes/module-importer	`1.0.1`	indirect
npm	@humanwhocodes/retry	`0.4.3`	indirect
npm	@jest/diff-sequences	`30.0.1`	indirect
npm	@jest/expect-utils	`30.2.0`	indirect
npm	@jest/get-type	`30.1.0`	indirect
npm	@jest/pattern	`30.0.1`	indirect
npm	@jest/schemas	`30.0.5`	indirect
npm	@jest/types	`30.2.0`	indirect
npm	@jridgewell/gen-mapping	`0.3.13`	indirect
npm	@jridgewell/remapping	`2.3.5`	indirect
npm	@jridgewell/resolve-uri	`3.1.2`	indirect
npm	@jridgewell/sourcemap-codec	`1.5.5`	indirect
npm	@jridgewell/trace-mapping	`0.3.31`	indirect
npm	@napi-rs/wasm-runtime	`1.1.1`	indirect
npm	@oxc-project/runtime	`0.101.0`	indirect
npm	@oxc-project/types	`0.101.0`	indirect
npm	@rolldown/binding-android-arm64	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-darwin-arm64	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-darwin-x64	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-freebsd-x64	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-linux-arm-gnueabihf	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-linux-arm64-gnu	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-linux-arm64-musl	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-linux-x64-gnu	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-linux-x64-musl	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-openharmony-arm64	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-wasm32-wasi	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-win32-arm64-msvc	`1.0.0-beta.53`	indirect
npm	@rolldown/binding-win32-x64-msvc	`1.0.0-beta.53`	indirect
npm	@rolldown/pluginutils	`1.0.0-beta.47`	indirect
npm	@rolldown/pluginutils	`1.0.0-beta.53`	indirect
npm	@sinclair/typebox	`0.34.47`	indirect
npm	@standard-schema/spec	`1.1.0`	indirect
npm	@swc/core	`1.15.8`	indirect
npm	@swc/core-darwin-arm64	`1.15.8`	indirect
npm	@swc/core-darwin-x64	`1.15.8`	indirect
npm	@swc/core-linux-arm-gnueabihf	`1.15.8`	indirect
npm	@swc/core-linux-arm64-gnu	`1.15.8`	indirect
npm	@swc/core-linux-arm64-musl	`1.15.8`	indirect
npm	@swc/core-linux-x64-gnu	`1.15.8`	indirect
npm	@swc/core-linux-x64-musl	`1.15.8`	indirect
npm	@swc/core-win32-arm64-msvc	`1.15.8`	indirect
npm	@swc/core-win32-ia32-msvc	`1.15.8`	indirect
npm	@swc/core-win32-x64-msvc	`1.15.8`	indirect
npm	@swc/counter	`0.1.3`	indirect
npm	@swc/types	`0.1.25`	indirect
npm	@tailwindcss/node	`4.1.18`	indirect
npm	@tailwindcss/oxide	`4.1.18`	indirect
npm	@tailwindcss/oxide-android-arm64	`4.1.18`	indirect
npm	@tailwindcss/oxide-darwin-arm64	`4.1.18`	indirect
npm	@tailwindcss/oxide-darwin-x64	`4.1.18`	indirect
npm	@tailwindcss/oxide-freebsd-x64	`4.1.18`	indirect
npm	@tailwindcss/oxide-linux-arm-gnueabihf	`4.1.18`	indirect
npm	@tailwindcss/oxide-linux-arm64-gnu	`4.1.18`	indirect
npm	@tailwindcss/oxide-linux-arm64-musl	`4.1.18`	indirect
npm	@tailwindcss/oxide-linux-x64-gnu	`4.1.18`	indirect
npm	@tailwindcss/oxide-linux-x64-musl	`4.1.18`	indirect
npm	@tailwindcss/oxide-wasm32-wasi	`4.1.18`	indirect
npm	@tailwindcss/oxide-win32-arm64-msvc	`4.1.18`	indirect
npm	@tailwindcss/oxide-win32-x64-msvc	`4.1.18`	indirect
npm	@tailwindcss/vite	`4.1.18`	indirect
npm	@testing-library/dom	`10.4.1`	indirect
npm	@testing-library/jest-dom	`6.9.1`	indirect
npm	@testing-library/react	`16.3.1`	indirect
npm	@testing-library/user-event	`14.6.1`	indirect
npm	@tybys/wasm-util	`0.10.1`	indirect
npm	@types/aria-query	`5.0.4`	indirect
npm	@types/chai	`5.2.3`	indirect
npm	@types/deep-eql	`4.0.2`	indirect
npm	@types/estree	`1.0.8`	indirect
npm	@types/istanbul-lib-coverage	`2.0.6`	indirect
npm	@types/istanbul-lib-report	`3.0.3`	indirect
npm	@types/istanbul-reports	`3.0.4`	indirect
npm	@types/jest	`30.0.0`	indirect
npm	@types/jsdom	`27.0.0`	indirect
npm	@types/json-schema	`7.0.15`	indirect
npm	@types/node	`25.0.6`	indirect
npm	@types/react	`19.2.8`	indirect
npm	@types/react-dom	`19.2.3`	indirect
npm	@types/stack-utils	`2.0.3`	indirect
npm	@types/tough-cookie	`4.0.5`	indirect
npm	@types/trusted-types	`2.0.7`	indirect
npm	@types/yargs	`17.0.35`	indirect
npm	@types/yargs-parser	`21.0.3`	indirect
npm	@typescript-eslint/eslint-plugin	`8.52.0`	indirect
npm	@typescript-eslint/parser	`8.52.0`	indirect
npm	@typescript-eslint/project-service	`8.52.0`	indirect
npm	@typescript-eslint/scope-manager	`8.52.0`	indirect
npm	@typescript-eslint/tsconfig-utils	`8.52.0`	indirect
npm	@typescript-eslint/type-utils	`8.52.0`	indirect
npm	@typescript-eslint/types	`8.52.0`	indirect
npm	@typescript-eslint/typescript-estree	`8.52.0`	indirect
npm	@typescript-eslint/utils	`8.52.0`	indirect
npm	@typescript-eslint/visitor-keys	`8.52.0`	indirect
npm	@vitejs/plugin-react-swc	`4.2.2`	indirect
npm	@vitest/coverage-v8	`4.0.16`	indirect
npm	@vitest/expect	`4.0.16`	indirect
npm	@vitest/mocker	`4.0.16`	indirect
npm	@vitest/pretty-format	`4.0.16`	indirect
npm	@vitest/runner	`4.0.16`	indirect
npm	@vitest/snapshot	`4.0.16`	indirect
npm	@vitest/spy	`4.0.16`	indirect
npm	@vitest/utils	`4.0.16`	indirect
npm	acorn	`8.15.0`	indirect
npm	acorn-jsx	`5.3.2`	indirect
npm	agent-base	`7.1.4`	indirect
npm	ajv	`6.12.6`	indirect
npm	ansi-regex	`5.0.1`	indirect
npm	ansi-styles	`4.3.0`	indirect
npm	ansi-styles	`5.2.0`	indirect
npm	argparse	`2.0.1`	indirect
npm	aria-query	`5.3.0`	indirect
npm	aria-query	`5.3.2`	indirect
npm	assertion-error	`2.0.1`	indirect
npm	ast-v8-to-istanbul	`0.3.10`	indirect
npm	balanced-match	`1.0.2`	indirect
npm	baseline-browser-mapping	`2.9.14`	indirect
npm	bidi-js	`1.0.3`	indirect
npm	birecord	`0.1.1`	indirect
npm	brace-expansion	`1.1.12`	indirect
npm	brace-expansion	`2.0.2`	indirect
npm	braces	`3.0.3`	indirect
npm	browserslist	`4.28.1`	indirect
npm	callsites	`3.1.0`	indirect
npm	caniuse-lite	`1.0.30001764`	indirect
npm	chai	`6.2.2`	indirect
npm	chalk	`4.1.2`	indirect
npm	ci-info	`4.3.1`	indirect
npm	color-convert	`2.0.1`	indirect
npm	color-name	`1.1.4`	indirect
npm	compare-versions	`6.1.1`	indirect
npm	concat-map	`0.0.1`	indirect
npm	convert-source-map	`2.0.0`	indirect
npm	cookie	`1.1.1`	indirect
npm	cross-spawn	`7.0.6`	indirect
npm	css-tree	`3.1.0`	indirect
npm	css.escape	`1.5.1`	indirect
npm	cssstyle	`5.3.7`	indirect
npm	csstype	`3.2.3`	indirect
npm	data-urls	`6.0.0`	indirect
npm	debug	`4.4.3`	indirect
npm	decimal.js	`10.6.0`	indirect
npm	deep-is	`0.1.4`	indirect
npm	dequal	`2.0.3`	indirect
npm	detect-libc	`2.1.2`	indirect
npm	dom-accessibility-api	`0.5.16`	indirect
npm	dom-accessibility-api	`0.6.3`	indirect
npm	electron-to-chromium	`1.5.267`	indirect
npm	enhanced-resolve	`5.18.4`	indirect
npm	entities	`6.0.1`	indirect
npm	es-module-lexer	`1.7.0`	indirect
npm	escalade	`3.2.0`	indirect
npm	escape-string-regexp	`2.0.0`	indirect
npm	escape-string-regexp	`4.0.0`	indirect
npm	eslint	`9.39.2`	indirect
npm	eslint-config-prettier	`10.1.8`	indirect
npm	eslint-plugin-react-dom	`2.5.5`	indirect
npm	eslint-plugin-react-hooks	`7.0.1`	indirect
npm	eslint-plugin-react-refresh	`0.4.26`	indirect
npm	eslint-plugin-react-x	`2.5.5`	indirect
npm	eslint-scope	`8.4.0`	indirect
npm	eslint-visitor-keys	`3.4.3`	indirect
npm	eslint-visitor-keys	`4.2.1`	indirect
npm	espree	`10.4.0`	indirect
npm	esquery	`1.7.0`	indirect
npm	esrecurse	`4.3.0`	indirect
npm	estraverse	`5.3.0`	indirect
npm	estree-walker	`3.0.3`	indirect
npm	esutils	`2.0.3`	indirect
npm	expect	`30.2.0`	indirect
npm	expect-type	`1.3.0`	indirect
npm	fast-deep-equal	`3.1.3`	indirect
npm	fast-json-stable-stringify	`2.1.0`	indirect
npm	fast-levenshtein	`2.0.6`	indirect
npm	fdir	`6.5.0`	indirect
npm	file-entry-cache	`8.0.0`	indirect
npm	fill-range	`7.1.1`	indirect
npm	find-up	`5.0.0`	indirect
npm	flat-cache	`4.0.1`	indirect
npm	flatted	`3.3.3`	indirect
npm	fsevents	`2.3.3`	indirect
npm	gensync	`1.0.0-beta.2`	indirect
npm	glob-parent	`6.0.2`	indirect
npm	globals	`14.0.0`	indirect
npm	globals	`17.0.0`	indirect
npm	graceful-fs	`4.2.11`	indirect
npm	has-flag	`4.0.0`	indirect
npm	hermes-estree	`0.25.1`	indirect
npm	hermes-parser	`0.25.1`	indirect
npm	html-encoding-sniffer	`6.0.0`	indirect
npm	html-escaper	`2.0.2`	indirect
npm	http-proxy-agent	`7.0.2`	indirect
npm	https-proxy-agent	`7.0.6`	indirect
npm	ignore	`5.3.2`	indirect
npm	ignore	`7.0.5`	indirect
npm	import-fresh	`3.3.1`	indirect
npm	imurmurhash	`0.1.4`	indirect
npm	indent-string	`4.0.0`	indirect
npm	is-extglob	`2.1.1`	indirect
npm	is-glob	`4.0.3`	indirect
npm	is-immutable-type	`5.0.1`	indirect
npm	is-number	`7.0.0`	indirect
npm	is-potential-custom-element-name	`1.0.1`	indirect
npm	isexe	`2.0.0`	indirect
npm	istanbul-lib-coverage	`3.2.2`	indirect
npm	istanbul-lib-report	`3.0.1`	indirect
npm	istanbul-lib-source-maps	`5.0.6`	indirect
npm	istanbul-reports	`3.2.0`	indirect
npm	jest-diff	`30.2.0`	indirect
npm	jest-matcher-utils	`30.2.0`	indirect
npm	jest-message-util	`30.2.0`	indirect
npm	jest-mock	`30.2.0`	indirect
npm	jest-regex-util	`30.0.1`	indirect
npm	jest-util	`30.2.0`	indirect
npm	jiti	`2.6.1`	indirect
npm	js-tokens	`4.0.0`	indirect
npm	js-tokens	`9.0.1`	indirect
npm	js-yaml	`4.1.1`	indirect
npm	jsdom	`27.4.0`	indirect
npm	jsesc	`3.1.0`	indirect
npm	json-buffer	`3.0.1`	indirect
npm	json-schema-traverse	`0.4.1`	indirect
npm	json-stable-stringify-without-jsonify	`1.0.1`	indirect
npm	json5	`2.2.3`	indirect
npm	keyv	`4.5.4`	indirect
npm	levn	`0.4.1`	indirect
npm	lightningcss	`1.30.2`	indirect
npm	lightningcss-android-arm64	`1.30.2`	indirect
npm	lightningcss-darwin-arm64	`1.30.2`	indirect
npm	lightningcss-darwin-x64	`1.30.2`	indirect
npm	lightningcss-freebsd-x64	`1.30.2`	indirect
npm	lightningcss-linux-arm-gnueabihf	`1.30.2`	indirect
npm	lightningcss-linux-arm64-gnu	`1.30.2`	indirect
npm	lightningcss-linux-arm64-musl	`1.30.2`	indirect
npm	lightningcss-linux-x64-gnu	`1.30.2`	indirect
npm	lightningcss-linux-x64-musl	`1.30.2`	indirect
npm	lightningcss-win32-arm64-msvc	`1.30.2`	indirect
npm	lightningcss-win32-x64-msvc	`1.30.2`	indirect
npm	locate-path	`6.0.0`	indirect
npm	lodash.merge	`4.6.2`	indirect
npm	lru-cache	`11.2.4`	indirect
npm	lru-cache	`5.1.1`	indirect
npm	lz-string	`1.5.0`	indirect
npm	magic-string	`0.30.21`	indirect
npm	magicast	`0.5.1`	indirect
npm	make-dir	`4.0.0`	indirect
npm	mdn-data	`2.12.2`	indirect
npm	micromatch	`4.0.8`	indirect
npm	min-indent	`1.0.1`	indirect
npm	minimatch	`3.1.2`	indirect
npm	minimatch	`9.0.5`	indirect
npm	ms	`2.1.3`	indirect
npm	nanoid	`3.3.11`	indirect
npm	natural-compare	`1.4.0`	indirect
npm	node-releases	`2.0.27`	indirect
npm	obug	`2.1.1`	indirect
npm	optionator	`0.9.4`	indirect
npm	p-limit	`3.1.0`	indirect
npm	p-locate	`5.0.0`	indirect
npm	parent-module	`1.0.1`	indirect
npm	parse5	`7.3.0`	indirect
npm	parse5	`8.0.0`	indirect
npm	path-exists	`4.0.0`	indirect
npm	path-key	`3.1.1`	indirect
npm	pathe	`2.0.3`	indirect
npm	picocolors	`1.1.1`	indirect
npm	picomatch	`2.3.1`	indirect
npm	picomatch	`4.0.3`	indirect
npm	postcss	`8.5.6`	indirect
npm	prelude-ls	`1.2.1`	indirect
npm	prettier	`3.8.1`	indirect
npm	pretty-format	`27.5.1`	indirect
npm	pretty-format	`30.2.0`	indirect
npm	punycode	`2.3.1`	indirect
npm	react-is	`17.0.2`	indirect
npm	react-is	`18.3.1`	indirect
npm	redent	`3.0.0`	indirect
npm	require-from-string	`2.0.2`	indirect
npm	resolve-from	`4.0.0`	indirect
npm	rolldown	`1.0.0-beta.53`	indirect
npm	rolldown-vite	`7.3.1`	indirect
npm	saxes	`6.0.0`	indirect
npm	scheduler	`0.27.0`	indirect
npm	semver	`6.3.1`	indirect
npm	semver	`7.7.3`	indirect
npm	set-cookie-parser	`2.7.2`	indirect
npm	shebang-command	`2.0.0`	indirect
npm	shebang-regex	`3.0.0`	indirect
npm	siginfo	`2.0.0`	indirect
npm	slash	`3.0.0`	indirect
npm	source-map-js	`1.2.1`	indirect
npm	stack-utils	`2.0.6`	indirect
npm	stackback	`0.0.2`	indirect
npm	std-env	`3.10.0`	indirect
npm	string-ts	`2.3.1`	indirect
npm	strip-indent	`3.0.0`	indirect
npm	strip-json-comments	`3.1.1`	indirect
npm	supports-color	`7.2.0`	indirect
npm	symbol-tree	`3.2.4`	indirect
npm	tailwindcss	`4.1.18`	indirect
npm	tapable	`2.3.0`	indirect
npm	tinybench	`2.9.0`	indirect
npm	tinyexec	`1.0.2`	indirect
npm	tinyglobby	`0.2.15`	indirect
npm	tinyrainbow	`3.0.3`	indirect
npm	tldts	`7.0.19`	indirect
npm	tldts-core	`7.0.19`	indirect
npm	to-regex-range	`5.0.1`	indirect
npm	tough-cookie	`6.0.0`	indirect
npm	tr46	`6.0.0`	indirect
npm	ts-api-utils	`2.4.0`	indirect
npm	ts-declaration-location	`1.0.7`	indirect
npm	ts-pattern	`5.9.0`	indirect
npm	tslib	`2.8.1`	indirect
npm	type-check	`0.4.0`	indirect
npm	typescript	`5.9.3`	indirect
npm	typescript-eslint	`8.52.0`	indirect
npm	undici-types	`7.16.0`	indirect
npm	update-browserslist-db	`1.2.3`	indirect
npm	uri-js	`4.4.1`	indirect
npm	vitest	`4.0.16`	indirect
npm	w3c-xmlserializer	`5.0.0`	indirect
npm	webidl-conversions	`8.0.1`	indirect
npm	whatwg-mimetype	`4.0.0`	indirect
npm	whatwg-url	`15.1.0`	indirect
npm	which	`2.0.2`	indirect
npm	why-is-node-running	`2.3.0`	indirect
npm	word-wrap	`1.2.5`	indirect
npm	ws	`8.19.0`	indirect
npm	xml-name-validator	`5.0.0`	indirect
npm	xmlchars	`2.2.0`	indirect
npm	yallist	`3.1.1`	indirect
npm	yocto-queue	`0.1.0`	indirect
npm	zod	`4.3.5`	indirect
npm	zod-validation-error	`4.0.2`	indirect
PyPI	autoflake	`—`	indirect
PyPI	azure-identity	`—`	indirect
PyPI	azure-keyvault-secrets	`—`	indirect
PyPI	black	`—`	indirect
PyPI	boto3	`—`	indirect
PyPI	hvac	`—`	indirect
PyPI	pre-commit	`—`	indirect
PyPI	pytest	`—`	indirect
PyPI	pytest-asyncio	`—`	indirect
PyPI	pytest-cov	`—`	indirect
PyPI	redis	`—`	indirect

Dependency advisories 0

Installing pypi:mlflow-oidc-auth@7.18.2 pulls in 93 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.

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.

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Score profile

Ownership

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Key facts

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