Public recordModerate
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 12:47 UTC
danielfrg / mkdocs-jupyter
Use Jupyter Notebook in mkdocs
danielfrg/mkdocs-jupyter holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on Community & Adoption (73/100) and lowest on AI Readiness (39/100). It was last updated 91 days ago. A single contributor accounts for most of its recent work.
59
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
59
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.
Ownership
Daniel RodriguezPersonal account
748 followers128 public repossince Mar 2012@NVIDIA
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | mkdocs-jupyter | 0.26.3 | 479,931 | 43 | 91 days ago | documentationjupyterjupyterlabmkdocsnotebooks |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
44
Development activity
26Critical
How it's scored
| 9.9/36 | Push recency — last push 91 days ago |
| 4.8/36 | Commit cadence — 7/52 weeks with commits |
| 10.8/18 | Commit volume — 15 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Inputs used
| commits_last_year | 15 |
| human_commit_share | — |
| days_since_last_push | 91 |
| active_weeks_last_year | 7 |
Release discipline
70Good
How it's scored
| 16.2/27 | Ships releases — 42 version tags (no GitHub releases) |
| 27/36 | Release recency — latest release 115 days ago |
| 19.8/27 | Release cadence — a release every ~101.3 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 42 |
| latest_release_tag | 0.26.2 |
| releases_from_tags | yes |
| days_since_latest_release | 115 |
| mean_days_between_releases | 101.3 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
73
Popularity & adoption
61Moderate
How it's scored
| 43.8/60 | Stars — 502 stars |
| 14.9/25 | Forks — 63 forks |
| 2.7/15 | Watchers — 4 watchers |
Inputs used
| forks | 63 |
| stars | 502 |
| watchers | 4 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
95Excellent
How it's scored
| 75.7/80 | Monthly downloads — 479,931 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | mkdocs-jupyter |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 479,931 |
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?
66
Maintainer resilience (bus factor)
38At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 5/22.5 | Commit distribution — top contributor authored 78% of commits |
| 13.5/13.5 | Contributor breadth — 37 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 37 |
| top_contributor_share | 0.778 |
Issue & PR responsiveness
69Moderate
How it's scored
| 32.8/46.8 | Issue resolution — 70% of issues closed |
| 29.9/38.3 | PR acceptance — 89/114 decided PRs merged |
| 6/15 | OpenSSF Scorecard: Code-Review — Found 13/28 approved changesets -- score normalized to 4 |
Inputs used
| merged_prs | 89 |
| open_issues | 47 |
| closed_issues | 110 |
| issue_closed_ratio | 0.701 |
| closed_unmerged_prs | 25 |
Ownership & stewardship
70Good
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 20.7/25 | Owner reach — 748 followers of danielfrg |
| 25/25 | Track record — 128 public repos, account ~14 yr old |
Inputs used
| followers | 748 |
| owner_type | User |
| is_verified | — |
| owner_login | danielfrg |
| public_repos | 128 |
| account_age_days | 5,225 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 91 days ago |
| 20/20 | Version history — 43 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | mkdocs-jupyter |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 91 |
Engineering Quality
Are baseline engineering and documentation practices in place?
68
Engineering practices
54Moderate
How it's scored
| 24/24 | CI workflows — 5 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 6/20 | OpenSSF Scorecard: CI-Tests — 6 out of 17 merged PRs checked by a CI test -- score normalized to 3 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://mkdocs-jupyter.danielfrg.com |
| 10/10 | Repository description |
| 10/10 | Topics — 5 topics |
| 0/10 | Wiki |
Inputs used
| topics | mkdocs, jupyter, jupyter-notebook, documentation, blogging |
| has_wiki | no |
| homepage | https://mkdocs-jupyter.danielfrg.com |
| 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?
40
Security posture
40At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0.8/2.5 | CI-Tests — 6 out of 17 merged PRs checked by a CI test -- score normalized to 3 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3/7.5 | Code-Review — Found 13/28 approved changesets -- score normalized to 4 |
| 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 |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 92 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
39
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
61Moderate
How it's scored
| 18/18 | One-command bootstrap — justfile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 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 | pnpm-lock.yaml, uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | justfile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Jupyter Notebook without a type-check config |
| 55/55 | Manageable file sizes — 0/24 source files over 60KB |
Inputs used
| primary_language | Jupyter Notebook |
| largest_source_bytes | 25,661 |
| source_files_sampled | 24 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
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 | — |
Key facts
502GitHub stars
37contributors
15commits, last 12 months
91days since last push
42releases
1bus factor
47open issues
npm, PyPIpackage ecosystems
More detail
OpenSSF Scorecard 4.0 / 10
4.0aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 3 | CI-Tests | 6 out of 17 merged PRs checked by a CI test -- score normalized to 3 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 4 | Code-Review | Found 13/28 approved changesets -- score normalized to 4 |
| 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 |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 92 existing vulnerabilities detected |
Direct dependencies 6
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | nbconvert | >=7.2.9,<8 | pyproject.toml |
| PyPI | mkdocs | >=1.4.0,<2 | pyproject.toml |
| PyPI | mkdocs-material | >9.0.0 | pyproject.toml |
| PyPI | jupytext | >1.13.8,<2 | pyproject.toml |
| PyPI | Pygments | >2.12.0 | pyproject.toml |
| PyPI | ipykernel | >6.0.0,<8 | pyproject.toml |
All dependencies 190
Full resolved dependency set from the GitHub dependency graph: 6 direct and 184 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | ipykernel | 6.29.5 | direct |
| PyPI | jupytext | 1.16.4 | direct |
| PyPI | mkdocs | 1.6.1 | direct |
| PyPI | mkdocs-material | 9.5.34 | direct |
| PyPI | nbconvert | 7.16.4 | direct |
| PyPI | pygments | 2.18.0 | direct |
| npm | @esbuild/android-arm | 0.18.20 | indirect |
| npm | @esbuild/android-arm64 | 0.18.20 | indirect |
| npm | @esbuild/android-x64 | 0.18.20 | indirect |
| npm | @esbuild/darwin-arm64 | 0.18.20 | indirect |
| npm | @esbuild/darwin-x64 | 0.18.20 | indirect |
| npm | @esbuild/freebsd-arm64 | 0.18.20 | indirect |
| npm | @esbuild/freebsd-x64 | 0.18.20 | indirect |
| npm | @esbuild/linux-arm | 0.18.20 | indirect |
| npm | @esbuild/linux-arm64 | 0.18.20 | indirect |
| npm | @esbuild/linux-ia32 | 0.18.20 | indirect |
| npm | @esbuild/linux-loong64 | 0.18.20 | indirect |
| npm | @esbuild/linux-mips64el | 0.18.20 | indirect |
| npm | @esbuild/linux-ppc64 | 0.18.20 | indirect |
| npm | @esbuild/linux-riscv64 | 0.18.20 | indirect |
| npm | @esbuild/linux-s390x | 0.18.20 | indirect |
| npm | @esbuild/linux-x64 | 0.18.20 | indirect |
| npm | @esbuild/netbsd-x64 | 0.18.20 | indirect |
| npm | @esbuild/openbsd-x64 | 0.18.20 | indirect |
| npm | @esbuild/sunos-x64 | 0.18.20 | indirect |
| npm | @esbuild/win32-arm64 | 0.18.20 | indirect |
| npm | @esbuild/win32-ia32 | 0.18.20 | indirect |
| npm | @esbuild/win32-x64 | 0.18.20 | indirect |
| npm | anymatch | 3.1.3 | indirect |
| npm | binary-extensions | 2.2.0 | indirect |
| npm | braces | 3.0.3 | indirect |
| npm | chokidar | 3.5.3 | indirect |
| npm | esbuild | 0.18.20 | indirect |
| npm | fill-range | 7.1.1 | indirect |
| npm | fsevents | 2.3.3 | indirect |
| npm | glob-parent | 5.1.2 | indirect |
| npm | immutable | 4.3.4 | indirect |
| npm | is-binary-path | 2.1.0 | indirect |
| npm | is-extglob | 2.1.1 | indirect |
| npm | is-glob | 4.0.3 | indirect |
| npm | is-number | 7.0.0 | indirect |
| npm | nanoid | 3.3.8 | indirect |
| npm | normalize-path | 3.0.0 | indirect |
| npm | picocolors | 1.1.1 | indirect |
| npm | picomatch | 2.3.1 | indirect |
| npm | postcss | 8.5.1 | indirect |
| npm | readdirp | 3.6.0 | indirect |
| npm | rollup | 3.29.5 | indirect |
| npm | sass | 1.68.0 | indirect |
| npm | source-map-js | 1.0.2 | indirect |
| npm | source-map-js | 1.2.1 | indirect |
| npm | to-regex-range | 5.0.1 | indirect |
| npm | vite | 4.5.6 | indirect |
| PyPI | anyio | 4.4.0 | indirect |
| PyPI | appnope | 0.1.4 | indirect |
| PyPI | argon2-cffi | 23.1.0 | indirect |
| PyPI | argon2-cffi-bindings | 21.2.0 | indirect |
| PyPI | arrow | 1.3.0 | indirect |
| PyPI | asttokens | 2.4.1 | indirect |
| PyPI | async-lru | 2.0.4 | indirect |
| PyPI | attrs | 24.2.0 | indirect |
| PyPI | babel | 2.16.0 | indirect |
| PyPI | backports-tarfile | 1.2.0 | indirect |
| PyPI | beautifulsoup4 | 4.12.3 | indirect |
| PyPI | bleach | 6.1.0 | indirect |
| PyPI | build | 1.2.1 | indirect |
| PyPI | certifi | 2024.8.30 | indirect |
| PyPI | cffi | 1.17.0 | indirect |
| PyPI | charset-normalizer | 3.3.2 | indirect |
| PyPI | click | 8.1.7 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | comm | 0.2.2 | indirect |
| PyPI | coverage | 7.6.1 | indirect |
| PyPI | cryptography | 43.0.1 | indirect |
| PyPI | debugpy | 1.8.5 | indirect |
| PyPI | decorator | 5.1.1 | indirect |
| PyPI | defusedxml | 0.7.1 | indirect |
| PyPI | docutils | 0.21.2 | indirect |
| PyPI | exceptiongroup | 1.2.2 | indirect |
| PyPI | executing | 2.1.0 | indirect |
| PyPI | fastjsonschema | 2.20.0 | indirect |
| PyPI | fqdn | 1.5.1 | indirect |
| PyPI | ghp-import | 2.1.0 | indirect |
| PyPI | h11 | 0.14.0 | indirect |
| PyPI | httpcore | 1.0.5 | indirect |
| PyPI | httpx | 0.27.2 | indirect |
| PyPI | idna | 3.8 | indirect |
| PyPI | importlib-metadata | 8.4.0 | indirect |
| PyPI | iniconfig | 2.0.0 | indirect |
| PyPI | ipython | 8.18.1 | indirect |
| PyPI | isoduration | 20.11.0 | indirect |
| PyPI | isort | 5.13.2 | indirect |
| PyPI | jaraco-classes | 3.4.0 | indirect |
| PyPI | jaraco-context | 6.0.1 | indirect |
| PyPI | jaraco-functools | 4.0.2 | indirect |
| PyPI | jedi | 0.19.1 | indirect |
| PyPI | jeepney | 0.8.0 | indirect |
| PyPI | jinja2 | 3.1.4 | indirect |
| PyPI | json5 | 0.9.25 | indirect |
| PyPI | jsonpointer | 3.0.0 | indirect |
| PyPI | jsonschema | 4.23.0 | indirect |
| PyPI | jsonschema-specifications | 2023.12.1 | indirect |
| PyPI | jupyter-client | 8.6.2 | indirect |
| PyPI | jupyter-core | 5.7.2 | indirect |
| PyPI | jupyter-events | 0.10.0 | indirect |
| PyPI | jupyter-lsp | 2.2.5 | indirect |
| PyPI | jupyter-server | 2.14.2 | indirect |
| PyPI | jupyter-server-terminals | 0.5.3 | indirect |
| PyPI | jupyterlab | 4.2.5 | indirect |
| PyPI | jupyterlab-pygments | 0.3.0 | indirect |
| PyPI | jupyterlab-server | 2.27.3 | indirect |
| PyPI | keyring | 25.3.0 | indirect |
| PyPI | markdown | 3.7 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markupsafe | 2.1.5 | indirect |
| PyPI | matplotlib-inline | 0.1.7 | indirect |
| PyPI | mdit-py-plugins | 0.4.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mergedeep | 1.3.4 | indirect |
| PyPI | mistune | 3.0.2 | indirect |
| PyPI | mkdocs-get-deps | 0.2.0 | indirect |
| PyPI | mkdocs-material-extensions | 1.3.1 | indirect |
| PyPI | more-itertools | 10.4.0 | indirect |
| PyPI | nbclient | 0.10.0 | indirect |
| PyPI | nbformat | 5.10.4 | indirect |
| PyPI | nest-asyncio | 1.6.0 | indirect |
| PyPI | nh3 | 0.2.18 | indirect |
| PyPI | notebook-shim | 0.2.4 | indirect |
| PyPI | overrides | 7.7.0 | indirect |
| PyPI | packaging | 24.1 | indirect |
| PyPI | paginate | 0.5.7 | indirect |
| PyPI | pandocfilters | 1.5.1 | indirect |
| PyPI | parso | 0.8.4 | indirect |
| PyPI | pathspec | 0.12.1 | indirect |
| PyPI | pexpect | 4.9.0 | indirect |
| PyPI | pkginfo | 1.10.0 | indirect |
| PyPI | platformdirs | 4.2.2 | indirect |
| PyPI | pluggy | 1.5.0 | indirect |
| PyPI | prometheus-client | 0.20.0 | indirect |
| PyPI | prompt-toolkit | 3.0.47 | indirect |
| PyPI | psutil | 6.0.0 | indirect |
| PyPI | ptyprocess | 0.7.0 | indirect |
| PyPI | pure-eval | 0.2.3 | indirect |
| PyPI | pycparser | 2.22 | indirect |
| PyPI | pymdown-extensions | 10.9 | indirect |
| PyPI | pyproject-hooks | 1.1.0 | indirect |
| PyPI | pytest | 8.3.2 | indirect |
| PyPI | pytest-cov | 5.0.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-json-logger | 2.0.7 | indirect |
| PyPI | pywin32 | 306 | indirect |
| PyPI | pywin32-ctypes | 0.2.3 | indirect |
| PyPI | pywinpty | 2.0.13 | indirect |
| PyPI | pyyaml | 6.0.2 | indirect |
| PyPI | pyyaml-env-tag | 0.1 | indirect |
| PyPI | pyzmq | 26.2.0 | indirect |
| PyPI | readme-renderer | 44.0 | indirect |
| PyPI | referencing | 0.35.1 | indirect |
| PyPI | regex | 2024.7.24 | indirect |
| PyPI | requests | 2.32.3 | indirect |
| PyPI | requests-toolbelt | 1.0.0 | indirect |
| PyPI | rfc3339-validator | 0.1.4 | indirect |
| PyPI | rfc3986 | 2.0.0 | indirect |
| PyPI | rfc3986-validator | 0.1.1 | indirect |
| PyPI | rich | 13.8.0 | indirect |
| PyPI | rpds-py | 0.20.0 | indirect |
| PyPI | ruff | 0.5.0 | indirect |
| PyPI | secretstorage | 3.3.3 | indirect |
| PyPI | send2trash | 1.8.3 | indirect |
| PyPI | setuptools | 74.1.1 | indirect |
| PyPI | six | 1.16.0 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | soupsieve | 2.6 | indirect |
| PyPI | stack-data | 0.6.3 | indirect |
| PyPI | terminado | 0.18.1 | indirect |
| PyPI | tinycss2 | 1.3.0 | indirect |
| PyPI | tomli | 2.0.1 | indirect |
| PyPI | tornado | 6.4.1 | indirect |
| PyPI | traitlets | 5.14.3 | indirect |
| PyPI | twine | 5.1.1 | indirect |
| PyPI | types-python-dateutil | 2.9.0.20240821 | indirect |
| PyPI | typing-extensions | 4.12.2 | indirect |
| PyPI | uri-template | 1.3.0 | indirect |
| PyPI | urllib3 | 2.2.2 | indirect |
| PyPI | watchdog | 5.0.2 | indirect |
| PyPI | wcwidth | 0.2.13 | indirect |
| PyPI | webcolors | 24.8.0 | indirect |
| PyPI | webencodings | 0.5.1 | indirect |
| PyPI | websocket-client | 1.8.0 | indirect |
| PyPI | zipp | 3.20.1 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"mkdocs",
"jupyter",
"jupyter-notebook",
"documentation",
"blogging"
],
"is_fork": false,
"size_kb": 13108,
"has_wiki": false,
"homepage": "https://mkdocs-jupyter.danielfrg.com",
"languages": {
"CSS": 10118,
"HTML": 709,
"Just": 614,
"SCSS": 666771,
"Jinja": 5770,
"Python": 68452,
"JavaScript": 5086,
"Jupyter Notebook": 4321628
},
"pushed_at": "2026-04-17T15:11:48Z",
"created_at": "2019-12-18T02:11:34Z",
"owner_type": "User",
"updated_at": "2026-07-13T16:50:58Z",
"description": "Use Jupyter Notebook in mkdocs",
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{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 95,
"inputs": {
"packages": [
"mkdocs-jupyter"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 479931
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "479,931 downloads/month across pypi",
"points": 75.7,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 479931,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 66,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 38,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 37,
"top_contributor_share": 0.778
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 78% of commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 78
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "37 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 37
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"merged_prs": 89,
"open_issues": 47,
"closed_issues": 110,
"issue_closed_ratio": 0.701,
"closed_unmerged_prs": 25
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "70% of issues closed",
"points": 32.8,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 70
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "89/114 decided PRs merged",
"points": 29.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 89,
"decided": 114
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 13/28 approved changesets -- score normalized to 4",
"points": 6,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 70,
"inputs": {
"followers": 748,
"owner_type": "User",
"is_verified": null,
"owner_login": "danielfrg",
"public_repos": 128,
"account_age_days": 5225
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "748 followers of danielfrg",
"points": 20.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 748,
"login": "danielfrg"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "128 public repos, account ~14 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 128
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"mkdocs-jupyter"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 91
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 91 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 91
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "43 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 43
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 68,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 5
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "6 out of 17 merged PRs checked by a CI test -- score normalized to 3",
"points": 6,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"mkdocs",
"jupyter",
"jupyter-notebook",
"documentation",
"blogging"
],
"has_wiki": false,
"homepage": "https://mkdocs-jupyter.danielfrg.com",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://mkdocs-jupyter.danielfrg.com",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 40,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 40,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "6 out of 17 merged PRs checked by a CI test -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 13/28 approved changesets -- score normalized to 4",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "92 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 39,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 61,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"pnpm-lock.yaml",
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"justfile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "justfile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "justfile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Jupyter Notebook",
"largest_source_bytes": 25661,
"source_files_sampled": 24,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Jupyter Notebook without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Jupyter Notebook"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/24 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 24,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T12:47:57.611719Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/danielfrg/mkdocs-jupyter.svg",
"full_name": "danielfrg/mkdocs-jupyter",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v1.13.0, schema v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.