Public recordGood
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-21 02:05 UTC
unclecode / crawl4ai
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
unclecode/crawl4ai holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Vitality (100/100) and lowest on AI Readiness (37/100). It was last updated today. A single contributor accounts for most of its recent work.
77
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.
77
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
UncleCodePersonal account
1,801 followers125 public repossince May 2015AlephNul, and KidoCode
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 |
|---|---|---|---|---|---|
| PyPI | Crawl4AI | 0.9.2 | - | 70 | 5 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
100
Development activity
100Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 36/36 | Commit cadence — 52/52 weeks with commits |
| 18/18 | Commit volume — 619 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 619 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 20 releases published |
| 36/36 | Release recency — latest release 5 days ago |
| 27/27 | Release cadence — a release every ~27 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 20 |
| latest_release_tag | v0.9.2 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 27 |
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?
96
Popularity & adoption
99Excellent
How it's scored
| 60/60 | Stars — 73,496 stars |
| 25/25 | Forks — 7,555 forks |
| 14.4/15 | Watchers — 392 watchers |
Inputs used
| forks | 7,555 |
| stars | 73,496 |
| watchers | 392 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
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 |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
68
Maintainer resilience (bus factor)
40At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 7.8/22.5 | Commit distribution — top contributor authored 66% of commits |
| 13.5/13.5 | Contributor breadth — 82 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 82 |
| top_contributor_share | 0.655 |
How it's scored
| 45.9/46.8 | Issue resolution — 98% of issues closed |
| 15.3/38.3 | PR acceptance — 215/538 decided PRs merged |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 12/14 approved changesets -- score normalized to 8 |
Inputs used
| merged_prs | 215 |
| open_issues | 19 |
| closed_issues | 982 |
| issue_closed_ratio | 0.981 |
| closed_unmerged_prs | 323 |
Ownership & stewardship
73Good
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 23.4/25 | Owner reach — 1,801 followers of unclecode |
| 25/25 | Track record — 125 public repos, account ~11 yr old |
Inputs used
| followers | 1,801 |
| owner_type | User |
| is_verified | — |
| owner_login | unclecode |
| public_repos | 125 |
| account_age_days | 4,081 |
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 5 days ago |
| 20/20 | Version history — 70 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | Crawl4AI |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
68
Engineering practices
54Moderate
How it's scored
| 24/24 | CI workflows — 4 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 — 5 out of 13 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://crawl4ai.com |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://crawl4ai.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?
46
Security posture
52Moderate
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 |
| 0.8/2.5 | CI-Tests — 5 out of 13 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 |
| 6/7.5 | Code-Review — Found 12/14 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 8 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no 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 21 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 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 165 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.2 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
Dependency advisories
24Critical
How it's scored
| 2.7/35 | Direct dependencies free of known advisories — 9 affected: aiohttp 3.12.13 (critical 9.1), nltk 3.9.1 (critical 10.0), pillow 10.4.0 (critical 9.1), +6 more |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 15.2/40 | No advisories left outstanding — 8 advisory-carrying package(s) unaddressed past 90 days; oldest published 371 days ago |
Inputs used
| source | osv |
| advisories | 251 |
| affected_packages | 22 |
| assessed_packages | 131 |
| unassessed_packages | 49 |
| affected_by_severity | critical 6, high 4, moderate 4, low 2, unknown 6 |
| direct_affected_packages | 9 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 131 resolved dependencies against OSV. 49 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
37
Agent context & guidance
25Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 15/15 | Machine-readable docs (llms.txt) — llms.txt present |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | yes |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile, 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 | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| 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
53Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 53.4/55 | Manageable file sizes — 15/521 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 127,968 |
| source_files_sampled | 521 |
| oversized_source_files | 15 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks, samples |
Inputs used
| example_dirs | examples, notebooks, samples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
73,496GitHub stars
82contributors
619commits, last 12 months
0days since last push
20releases
1bus factor
19open issues
PyPIpackage ecosystems
Data collection warnings
- deps.dev does not index pypi:Crawl4AI@0.9.2; advisories assessed against the repository dependency graph instead
- Advisory severity resolved for 120 of 216 advisories (lookup cap); the remainder are reported as unknown severity
More detail
OpenSSF Scorecard 5.2 / 10
5.2aggregate
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 3 | CI-Tests | 5 out of 13 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 |
| 8 | Code-Review | Found 12/14 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 8 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 21 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 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 165 existing vulnerabilities detected |
Direct dependencies 34
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | aiofiles | >=24.1.0 | pyproject.toml |
| PyPI | aiohttp | >=3.11.11 | pyproject.toml |
| PyPI | aiosqlite | ~=0.20 | pyproject.toml |
| PyPI | anyio | >=4.0.0 | pyproject.toml |
| PyPI | lxml | >=5.3,<7 | pyproject.toml |
| PyPI | unclecode-litellm | ==1.81.13 | pyproject.toml |
| PyPI | numpy | >=1.26.0,<3 | pyproject.toml |
| PyPI | pillow | >=10.4 | pyproject.toml |
| PyPI | playwright | >=1.49.0 | pyproject.toml |
| PyPI | patchright | >=1.49.0 | pyproject.toml |
| PyPI | python-dotenv | ~=1.0 | pyproject.toml |
| PyPI | requests | ~=2.26 | pyproject.toml |
| PyPI | beautifulsoup4 | ~=4.12 | pyproject.toml |
| PyPI | playwright-stealth | >=2.0.0 | pyproject.toml |
| PyPI | xxhash | ~=3.4 | pyproject.toml |
| PyPI | rank-bm25 | ~=0.2 | pyproject.toml |
| PyPI | snowballstemmer | ~=2.2 | pyproject.toml |
| PyPI | pydantic | >=2.10 | pyproject.toml |
| PyPI | pyOpenSSL | >=25.3.0 | pyproject.toml |
| PyPI | psutil | >=6.1.1 | pyproject.toml |
| PyPI | PyYAML | >=6.0 | pyproject.toml |
| PyPI | nltk | >=3.9.1 | pyproject.toml |
| PyPI | rich | >=13.9.4 | pyproject.toml |
| PyPI | cssselect | >=1.2.0 | pyproject.toml |
| PyPI | httpx | >=0.27.2 | pyproject.toml |
| PyPI | httpx | >=0.27.2 | pyproject.toml |
| PyPI | fake-useragent | >=2.0.3 | pyproject.toml |
| PyPI | click | >=8.1.7 | pyproject.toml |
| PyPI | chardet | >=5.2.0 | pyproject.toml |
| PyPI | brotli | >=1.1.0 | pyproject.toml |
| PyPI | humanize | >=4.10.0 | pyproject.toml |
| PyPI | lark | >=1.2.2 | pyproject.toml |
| PyPI | alphashape | >=1.3.1 | pyproject.toml |
| PyPI | shapely | >=2.0.0 | pyproject.toml |
All dependencies 180
Full resolved dependency set from the GitHub dependency graph: 61 direct and 119 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | aiofiles | — | direct |
| PyPI | aiofiles | 24.1.0 | direct |
| PyPI | aiohttp | — | direct |
| PyPI | aiohttp | 3.12.13 | direct |
| PyPI | aiosqlite | — | direct |
| PyPI | aiosqlite | 0.21.0 | direct |
| PyPI | alphashape | — | direct |
| PyPI | alphashape | 1.3.1 | direct |
| PyPI | anyio | — | direct |
| PyPI | anyio | 4.9.0 | direct |
| PyPI | beautifulsoup4 | — | direct |
| PyPI | beautifulsoup4 | 4.13.4 | direct |
| PyPI | brotli | — | direct |
| PyPI | brotli | 1.1.0 | direct |
| PyPI | chardet | — | direct |
| PyPI | chardet | 5.2.0 | direct |
| PyPI | click | 8.1.8 | direct |
| PyPI | cssselect | — | direct |
| PyPI | cssselect | 1.3.0 | direct |
| PyPI | fake-useragent | — | direct |
| PyPI | fake-useragent | 2.2.0 | direct |
| PyPI | httpx | — | direct |
| PyPI | httpx | 0.28.1 | direct |
| PyPI | humanize | 4.12.3 | direct |
| PyPI | lark | 1.2.2 | direct |
| PyPI | lxml | — | direct |
| PyPI | lxml | 5.4.0 | direct |
| PyPI | nltk | — | direct |
| PyPI | nltk | 3.9.1 | direct |
| PyPI | numpy | — | direct |
| PyPI | numpy | 2.0.2 | direct |
| PyPI | patchright | — | direct |
| PyPI | patchright | 1.56.0 | direct |
| PyPI | pillow | — | direct |
| PyPI | pillow | 10.4.0 | direct |
| PyPI | playwright | — | direct |
| PyPI | playwright | 1.53.0 | direct |
| PyPI | playwright-stealth | — | direct |
| PyPI | psutil | — | direct |
| PyPI | psutil | 7.0.0 | direct |
| PyPI | pydantic | — | direct |
| PyPI | pydantic | 2.11.7 | direct |
| PyPI | pyopenssl | — | direct |
| PyPI | pyopenssl | 25.3.0 | direct |
| PyPI | python-dotenv | — | direct |
| PyPI | python-dotenv | 1.1.1 | direct |
| PyPI | pyyaml | — | direct |
| PyPI | pyyaml | 6.0.2 | direct |
| PyPI | rank-bm25 | — | direct |
| PyPI | rank-bm25 | 0.2.2 | direct |
| PyPI | requests | — | direct |
| PyPI | requests | 2.32.4 | direct |
| PyPI | rich | — | direct |
| PyPI | rich | 14.0.0 | direct |
| PyPI | shapely | — | direct |
| PyPI | shapely | 2.0.7 | direct |
| PyPI | snowballstemmer | — | direct |
| PyPI | snowballstemmer | 2.2.0 | direct |
| PyPI | unclecode-litellm | 1.81.13 | direct |
| PyPI | xxhash | — | direct |
| PyPI | xxhash | 3.5.0 | direct |
| PyPI | aiohappyeyeballs | 2.6.1 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | async-timeout | 5.0.1 | indirect |
| PyPI | attrs | 25.3.0 | indirect |
| PyPI | certifi | 2025.7.9 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.2 | indirect |
| PyPI | click-log | 0.4.0 | indirect |
| PyPI | colorama | — | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | crawl4ai | — | indirect |
| PyPI | cryptography | 46.0.3 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | dnspython | — | indirect |
| PyPI | docker | — | indirect |
| PyPI | email-validator | 2.2.0 | indirect |
| PyPI | exceptiongroup | 1.3.0 | indirect |
| PyPI | fake-http-header | 0.3.5 | indirect |
| PyPI | fastapi | — | indirect |
| PyPI | filelock | 3.18.0 | indirect |
| PyPI | flask | — | indirect |
| PyPI | flask-cors | — | indirect |
| PyPI | frozenlist | 1.7.0 | indirect |
| PyPI | fsspec | 2025.5.1 | indirect |
| PyPI | greenlet | 3.2.3 | indirect |
| PyPI | gunicorn | — | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.2.0 | indirect |
| PyPI | hf-xet | 1.1.5 | indirect |
| PyPI | hpack | 4.1.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | huggingface-hub | 0.33.2 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | idna | 3.10 | indirect |
| PyPI | importlib-metadata | 8.7.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jiter | 0.10.0 | indirect |
| PyPI | joblib | 1.5.1 | indirect |
| PyPI | jsonschema | 4.24.0 | indirect |
| PyPI | jsonschema-specifications | 2025.4.1 | indirect |
| PyPI | litellm | — | indirect |
| PyPI | litellm | 1.74.0.post1 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markupsafe | 3.0.2 | indirect |
| PyPI | matplotlib | — | indirect |
| PyPI | mcp | — | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | multidict | 6.6.3 | indirect |
| PyPI | networkx | 3.2.1 | indirect |
| PyPI | nvidia-cublas-cu12 | 12.6.4.1 | indirect |
| PyPI | nvidia-cuda-cupti-cu12 | 12.6.80 | indirect |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.6.77 | indirect |
| PyPI | nvidia-cuda-runtime-cu12 | 12.6.77 | indirect |
| PyPI | nvidia-cudnn-cu12 | 9.5.1.17 | indirect |
| PyPI | nvidia-cufft-cu12 | 11.3.0.4 | indirect |
| PyPI | nvidia-cufile-cu12 | 1.11.1.6 | indirect |
| PyPI | nvidia-curand-cu12 | 10.3.7.77 | indirect |
| PyPI | nvidia-cusolver-cu12 | 11.7.1.2 | indirect |
| PyPI | nvidia-cusparse-cu12 | 12.5.4.2 | indirect |
| PyPI | nvidia-cusparselt-cu12 | 0.6.3 | indirect |
| PyPI | nvidia-nccl-cu12 | 2.26.2 | indirect |
| PyPI | nvidia-nvjitlink-cu12 | 12.6.85 | indirect |
| PyPI | nvidia-nvtx-cu12 | 12.6.77 | indirect |
| PyPI | openai | 1.93.3 | indirect |
| PyPI | outcome | 1.3.0.post0 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | pandas | — | indirect |
| PyPI | pdf2image | — | indirect |
| PyPI | prometheus-fastapi-instrumentator | — | indirect |
| PyPI | propcache | 0.3.2 | indirect |
| PyPI | pycparser | 2.22 | indirect |
| PyPI | pydantic-core | 2.33.2 | indirect |
| PyPI | pyee | 13.0.0 | indirect |
| PyPI | pygments | 2.19.2 | indirect |
| PyPI | pyjwt | 2.10.1 | indirect |
| PyPI | pypdf | — | indirect |
| PyPI | pypdf | 6.4.1 | indirect |
| PyPI | pysocks | 1.7.1 | indirect |
| PyPI | python-multipart | — | indirect |
| PyPI | redis | — | indirect |
| PyPI | referencing | 0.36.2 | indirect |
| PyPI | regex | 2024.11.6 | indirect |
| PyPI | rpds-py | 0.26.0 | indirect |
| PyPI | rtree | 1.4.0 | indirect |
| PyPI | safetensors | 0.5.3 | indirect |
| PyPI | scikit-learn | 1.6.1 | indirect |
| PyPI | scipy | 1.13.1 | indirect |
| PyPI | seaborn | — | indirect |
| PyPI | selenium | 4.34.2 | indirect |
| PyPI | sentence-transformers | 5.0.0 | indirect |
| PyPI | setuptools | 80.9.0 | indirect |
| PyPI | slowapi | 0.1.9 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | sortedcontainers | 2.4.0 | indirect |
| PyPI | soupsieve | 2.7 | indirect |
| PyPI | sse-starlette | 2.2.1 | indirect |
| PyPI | sympy | 1.14.0 | indirect |
| PyPI | tf-playwright-stealth | 1.2.0 | indirect |
| PyPI | threadpoolctl | 3.6.0 | indirect |
| PyPI | tiktoken | 0.9.0 | indirect |
| PyPI | tokenizers | 0.21.2 | indirect |
| PyPI | torch | 2.7.1 | indirect |
| PyPI | tqdm | 4.67.1 | indirect |
| PyPI | transformers | 4.53.1 | indirect |
| PyPI | trimesh | 4.7.0 | indirect |
| PyPI | trio | 0.30.0 | indirect |
| PyPI | trio-websocket | 0.12.2 | indirect |
| PyPI | triton | 3.3.1 | indirect |
| PyPI | typing-extensions | 4.14.1 | indirect |
| PyPI | typing-inspection | 0.4.1 | indirect |
| PyPI | urllib3 | 2.5.0 | indirect |
| PyPI | uvicorn | — | indirect |
| PyPI | websocket-client | 1.8.0 | indirect |
| PyPI | websockets | — | indirect |
| PyPI | wsproto | 1.2.0 | indirect |
| PyPI | yarl | 1.20.1 | indirect |
| PyPI | zipp | 3.23.0 | indirect |
Dependency advisories 22
This repository publishes no package the index resolves, so its own dependency graph was assessed — 131 packages, which also include development and test pins that never ship: 22 carry known advisories, of which 9 are direct. 49 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| aiohttp | 3.12.13 | direct | critical | 60 | 3.14.1 |
| nltk | 3.9.1 | direct | critical | 18 | 3.10.0 |
| pillow | 10.4.0 | direct | critical | 29 | 12.3.0 |
| pyopenssl | 25.3.0 | direct | critical | 4 | 26.0.0 |
| cryptography | 46.0.3 | indirect | critical | 7 | 48.0.1 |
| litellm | 1.74.0.post1 | indirect | critical | 11 | 1.84.0 |
| brotli | 1.1.0 | direct | high | 2 | 2.13.4 |
| click | 8.1.8 | direct | high | 1 | 8.3.3 |
| lxml | 5.4.0 | direct | high | 2 | 6.1.0 |
| urllib3 | 2.5.0 | indirect | high | 8 | 2.7.0 |
| python-dotenv | 1.1.1 | direct | moderate | 2 | 1.2.2 |
| requests | 2.32.4 | direct | moderate | 2 | 2.33.0 |
| filelock | 3.18.0 | indirect | moderate | 4 | 3.20.3 |
| idna | 3.10 | indirect | moderate | 2 | 3.15 |
| h2 | 4.2.0 | indirect | low | 2 | 4.3.0 |
| pygments | 2.19.2 | indirect | low | 2 | 2.20.0 |
| pyjwt | 2.10.1 | indirect | unknown | 13 | — |
| pypdf | 6.4.1 | indirect | unknown | 53 | — |
| setuptools | 80.9.0 | indirect | unknown | 1 | — |
| soupsieve | 2.7 | indirect | unknown | 4 | — |
| torch | 2.7.1 | indirect | unknown | 10 | — |
| transformers | 4.53.1 | indirect | unknown | 14 | — |
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
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 150890,
"has_wiki": true,
"homepage": "https://crawl4ai.com",
"languages": {
"Shell": 11017,
"Python": 4370893,
"Dockerfile": 7696,
"JavaScript": 35549
},
"pushed_at": "2026-07-20T09:18:32Z",
"created_at": "2024-05-09T09:48:50Z",
"owner_type": "User",
"updated_at": "2026-07-21T02:01:02Z",
"description": "🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "http://kidocode.com",
"name": "UncleCode",
"type": "User",
"login": "unclecode",
"company": "AlephNul, and KidoCode",
"location": "Singapore",
"followers": 1801,
"avatar_url": "https://avatars.githubusercontent.com/u/12494079?v=4",
"created_at": "2015-05-18T09:41:03Z",
"is_verified": null,
"public_repos": 125,
"account_age_days": 4081
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 20,
"commits_last_year": 619,
"latest_release_at": "2026-07-15T08:27:27Z",
"latest_release_tag": "v0.9.2",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 52,
"days_since_latest_release": 5,
"mean_days_between_releases": 27
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "Crawl4AI",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/Crawl4AI/",
"is_deprecated": false,
"latest_version": "0.9.2",
"repository_url": "https://github.com/unclecode/crawl4ai",
"versions_count": 70,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2024-09-25T07:25:49.261704Z",
"latest_published_at": "2026-07-15T08:27:24.192708Z",
"latest_version_yanked": null,
"days_since_latest_publish": 5
}
]
},
"popularity": {
"forks": 7555,
"stars": 73496,
"watchers": 392,
"open_issues_and_prs": 111
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks",
"samples"
],
"has_llms_txt": true,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 127968,
"source_files_sampled": 521,
"oversized_source_files": 15,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"requirements.txt",
"setup.cfg",
"setup.py"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "aiohttp",
"direct": true,
"version": "3.12.13",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.1,
"advisory_ids": [
"GHSA-2fqr-mr3j-6wp8",
"GHSA-2vrm-gr82-f7m5",
"GHSA-3wq7-rqq7-wx6j",
"GHSA-4fvr-rgm6-gqmc",
"GHSA-4m7w-qmgq-4wj5",
"GHSA-54jq-c3m8-4m76",
"GHSA-63hf-3vf5-4wqf",
"GHSA-63hw-fmq6-xxg2",
"GHSA-69f9-5gxw-wvc2",
"GHSA-6jhg-hg63-jvvf"
],
"fixed_version": "3.14.1",
"advisory_count": 60,
"oldest_advisory_days": 371
},
{
"name": "nltk",
"direct": true,
"version": "3.9.1",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 10,
"advisory_ids": [
"GHSA-469j-vmhf-r6v7",
"GHSA-68j8-pq59-fqgm",
"GHSA-7p94-766c-hgjp",
"GHSA-gfwx-w7gr-fvh7",
"GHSA-h8wq-7xc4-p3qx",
"GHSA-jm6w-m3j8-898g",
"GHSA-p4gq-832x-fm9v",
"GHSA-rf74-v2fm-23pw",
"PYSEC-2026-2078",
"PYSEC-2026-2085"
],
"fixed_version": "3.10.0",
"advisory_count": 18,
"oldest_advisory_days": 152
},
{
"name": "pillow",
"direct": true,
"version": "10.4.0",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.1,
"advisory_ids": [
"GHSA-45hq-cxwh-f6vc",
"GHSA-4x4j-2g7c-83w6",
"GHSA-5x94-69rx-g8h2",
"GHSA-62p4-gmf7-7g93",
"GHSA-6r8x-57c9-28j4",
"GHSA-8v84-f9pq-wr9x",
"GHSA-9hw9-ch79-4vh6",
"GHSA-cfh3-3jmp-rvhc",
"GHSA-fj7v-r99m-22gq",
"GHSA-jjj6-mw9f-p565"
],
"fixed_version": "12.3.0",
"advisory_count": 29,
"oldest_advisory_days": 159
},
{
"name": "pyopenssl",
"direct": true,
"version": "25.3.0",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-5pwr-322w-8jr4",
"GHSA-vp96-hxj8-p424",
"PYSEC-2026-2268",
"PYSEC-2026-2269"
],
"fixed_version": "26.0.0",
"advisory_count": 4,
"oldest_advisory_days": 126
},
{
"name": "cryptography",
"direct": false,
"version": "46.0.3",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-537c-gmf6-5ccf",
"GHSA-m959-cc7f-wv43",
"GHSA-p423-j2cm-9vmq",
"GHSA-r6ph-v2qm-q3c2",
"PYSEC-2026-2141",
"PYSEC-2026-35",
"PYSEC-2026-36"
],
"fixed_version": "48.0.1",
"advisory_count": 7,
"oldest_advisory_days": 160
},
{
"name": "litellm",
"direct": false,
"version": "1.74.0.post1",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-4xpc-pv4p-pm3w",
"GHSA-53mr-6c8q-9789",
"GHSA-69x8-hrgq-fjj8",
"GHSA-jjhc-v7c2-5hh6",
"GHSA-qrc4-49gv-mv9m",
"GHSA-wpfp-gwwc-vwq6",
"PYSEC-2026-2597",
"PYSEC-2026-2598",
"PYSEC-2026-2600",
"PYSEC-2026-388"
],
"fixed_version": "1.84.0",
"advisory_count": 11,
"oldest_advisory_days": 108
},
{
"name": "brotli",
"direct": true,
"version": "1.1.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-2qfp-q593-8484",
"PYSEC-2026-2401"
],
"fixed_version": "2.13.4",
"advisory_count": 2,
"oldest_advisory_days": 263
},
{
"name": "click",
"direct": true,
"version": "8.1.8",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.2,
"advisory_ids": [
"PYSEC-2026-2132"
],
"fixed_version": "8.3.3",
"advisory_count": 1,
"oldest_advisory_days": 81
},
{
"name": "lxml",
"direct": true,
"version": "5.4.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-vfmq-68hx-4jfw",
"PYSEC-2026-87"
],
"fixed_version": "6.1.0",
"advisory_count": 2,
"oldest_advisory_days": 90
},
{
"name": "urllib3",
"direct": false,
"version": "2.5.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-2xpw-w6gg-jr37",
"GHSA-38jv-5279-wg99",
"GHSA-gm62-xv2j-4w53",
"GHSA-qccp-gfcp-xxvc",
"PYSEC-2026-141",
"PYSEC-2026-1994",
"PYSEC-2026-1996",
"PYSEC-2026-1998"
],
"fixed_version": "2.7.0",
"advisory_count": 8,
"oldest_advisory_days": 227
},
{
"name": "python-dotenv",
"direct": true,
"version": "1.1.1",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.6,
"advisory_ids": [
"GHSA-mf9w-mj56-hr94",
"PYSEC-2026-2270"
],
"fixed_version": "1.2.2",
"advisory_count": 2,
"oldest_advisory_days": 91
},
{
"name": "requests",
"direct": true,
"version": "2.32.4",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.5,
"advisory_ids": [
"GHSA-gc5v-m9x4-r6x2",
"PYSEC-2026-2275"
],
"fixed_version": "2.33.0",
"advisory_count": 2,
"oldest_advisory_days": 117
},
{
"name": "filelock",
"direct": false,
"version": "3.18.0",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.3,
"advisory_ids": [
"GHSA-qmgc-5h2g-mvrw",
"GHSA-w853-jp5j-5j7f",
"PYSEC-2026-1374",
"PYSEC-2026-1375"
],
"fixed_version": "3.20.3",
"advisory_count": 4,
"oldest_advisory_days": 216
},
{
"name": "idna",
"direct": false,
"version": "3.10",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.3,
"advisory_ids": [
"GHSA-65pc-fj4g-8rjx",
"PYSEC-2026-215"
],
"fixed_version": "3.15",
"advisory_count": 2,
"oldest_advisory_days": 62
},
{
"name": "h2",
"direct": false,
"version": "4.2.0",
"severity": "low",
"ecosystem": "pypi",
"cvss_score": 0,
"advisory_ids": [
"GHSA-847f-9342-265h",
"PYSEC-2026-1435"
],
"fixed_version": "4.3.0",
"advisory_count": 2,
"oldest_advisory_days": 329
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"severity": "low",
"ecosystem": "pypi",
"cvss_score": 3.3,
"advisory_ids": [
"GHSA-5239-wwwm-4pmq",
"PYSEC-2026-2987"
],
"fixed_version": "2.20.0",
"advisory_count": 2,
"oldest_advisory_days": 120
},
{
"name": "pyjwt",
"direct": false,
"version": "2.10.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-752w-5fwx-jx9f",
"GHSA-993g-76c3-p5m4",
"GHSA-fhv5-28vv-h8m8",
"GHSA-jq35-7prp-9v3f",
"GHSA-w7vc-732c-9m39",
"GHSA-xgmm-8j9v-c9wx",
"PYSEC-2025-183",
"PYSEC-2026-120",
"PYSEC-2026-175",
"PYSEC-2026-176"
],
"fixed_version": null,
"advisory_count": 13,
"oldest_advisory_days": null
},
{
"name": "pypdf",
"direct": false,
"version": "6.4.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-248m-82v9-q6g6",
"GHSA-2q4j-m29v-hq73",
"GHSA-2rw7-x74f-jg35",
"GHSA-3crg-w4f6-42mx",
"GHSA-4f6g-68pf-7vhv",
"GHSA-4pxv-j86v-mhcw",
"GHSA-4xc4-762w-m6cg",
"GHSA-52x6-gq3r-vpf4",
"GHSA-5hgr-hg42-57jg",
"GHSA-7gw9-cf7v-778f"
],
"fixed_version": null,
"advisory_count": 53,
"oldest_advisory_days": null
},
{
"name": "setuptools",
"direct": false,
"version": "80.9.0",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"PYSEC-2026-3447"
],
"fixed_version": null,
"advisory_count": 1,
"oldest_advisory_days": null
},
{
"name": "soupsieve",
"direct": false,
"version": "2.7",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-2wc2-fm75-p42x",
"GHSA-836r-79rf-4m37",
"PYSEC-2026-3071",
"PYSEC-2026-3072"
],
"fixed_version": null,
"advisory_count": 4,
"oldest_advisory_days": null
},
{
"name": "torch",
"direct": false,
"version": "2.7.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-887c-mr87-cxwp",
"GHSA-qfhq-4f3w-5fph",
"GHSA-rrmf-rvhw-rf47",
"GHSA-vgrw-7cvw-pwgx",
"PYSEC-2025-203",
"PYSEC-2025-204",
"PYSEC-2025-206",
"PYSEC-2026-139",
"PYSEC-2026-1970",
"PYSEC-2026-2286"
],
"fixed_version": null,
"advisory_count": 10,
"oldest_advisory_days": null
},
{
"name": "transformers",
"direct": false,
"version": "4.53.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-29pf-2h5f-8g72",
"GHSA-69w3-r845-3855",
"GHSA-fgcw-684q-jj6r",
"PYSEC-2025-211",
"PYSEC-2025-212",
"PYSEC-2025-213",
"PYSEC-2025-214",
"PYSEC-2025-215",
"PYSEC-2025-216",
"PYSEC-2025-217"
],
"fixed_version": null,
"advisory_count": 14,
"oldest_advisory_days": null
}
],
"collected": true,
"truncated": false,
"by_severity": {
"low": 2,
"high": 4,
"unknown": 6,
"critical": 6,
"moderate": 4
},
"advisory_count": 251,
"affected_count": 22,
"assessed_count": 131,
"assessed_package": null,
"unassessed_count": 49,
"direct_affected_count": 9
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "aiofiles",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=24.1.0"
},
{
"name": "aiohttp",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.11.11"
},
{
"name": "aiosqlite",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=0.20"
},
{
"name": "anyio",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.0.0"
},
{
"name": "lxml",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=5.3,<7"
},
{
"name": "unclecode-litellm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==1.81.13"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.26.0,<3"
},
{
"name": "pillow",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=10.4"
},
{
"name": "playwright",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.49.0"
},
{
"name": "patchright",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.49.0"
},
{
"name": "python-dotenv",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=1.0"
},
{
"name": "requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=2.26"
},
{
"name": "beautifulsoup4",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=4.12"
},
{
"name": "playwright-stealth",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.0.0"
},
{
"name": "xxhash",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=3.4"
},
{
"name": "rank-bm25",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=0.2"
},
{
"name": "snowballstemmer",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=2.2"
},
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.10"
},
{
"name": "pyOpenSSL",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=25.3.0"
},
{
"name": "psutil",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=6.1.1"
},
{
"name": "PyYAML",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=6.0"
},
{
"name": "nltk",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.9.1"
},
{
"name": "rich",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=13.9.4"
},
{
"name": "cssselect",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.2.0"
},
{
"name": "httpx",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.27.2"
},
{
"name": "httpx",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.27.2"
},
{
"name": "fake-useragent",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.0.3"
},
{
"name": "click",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=8.1.7"
},
{
"name": "chardet",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=5.2.0"
},
{
"name": "brotli",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.1.0"
},
{
"name": "humanize",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.10.0"
},
{
"name": "lark",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.2.2"
},
{
"name": "alphashape",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.3.1"
},
{
"name": "shapely",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.0.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "aiofiles",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "aiofiles",
"direct": true,
"version": "24.1.0",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": true,
"version": "3.12.13",
"ecosystem": "pypi"
},
{
"name": "aiosqlite",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "aiosqlite",
"direct": true,
"version": "0.21.0",
"ecosystem": "pypi"
},
{
"name": "alphashape",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "alphashape",
"direct": true,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": true,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": true,
"version": "4.13.4",
"ecosystem": "pypi"
},
{
"name": "brotli",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "brotli",
"direct": true,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "chardet",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "chardet",
"direct": true,
"version": "5.2.0",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": true,
"version": "8.1.8",
"ecosystem": "pypi"
},
{
"name": "cssselect",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "cssselect",
"direct": true,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "fake-useragent",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "fake-useragent",
"direct": true,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": true,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "humanize",
"direct": true,
"version": "4.12.3",
"ecosystem": "pypi"
},
{
"name": "lark",
"direct": true,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "lxml",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "lxml",
"direct": true,
"version": "5.4.0",
"ecosystem": "pypi"
},
{
"name": "nltk",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nltk",
"direct": true,
"version": "3.9.1",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": true,
"version": "2.0.2",
"ecosystem": "pypi"
},
{
"name": "patchright",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "patchright",
"direct": true,
"version": "1.56.0",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": true,
"version": "10.4.0",
"ecosystem": "pypi"
},
{
"name": "playwright",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "playwright",
"direct": true,
"version": "1.53.0",
"ecosystem": "pypi"
},
{
"name": "playwright-stealth",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": true,
"version": "7.0.0",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.11.7",
"ecosystem": "pypi"
},
{
"name": "pyopenssl",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyopenssl",
"direct": true,
"version": "25.3.0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": true,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": true,
"version": "6.0.2",
"ecosystem": "pypi"
},
{
"name": "rank-bm25",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "rank-bm25",
"direct": true,
"version": "0.2.2",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": true,
"version": "2.32.4",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": true,
"version": "14.0.0",
"ecosystem": "pypi"
},
{
"name": "shapely",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "shapely",
"direct": true,
"version": "2.0.7",
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": true,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "unclecode-litellm",
"direct": true,
"version": "1.81.13",
"ecosystem": "pypi"
},
{
"name": "xxhash",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "xxhash",
"direct": true,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.1",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "async-timeout",
"direct": false,
"version": "5.0.1",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.3.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2025.7.9",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.2",
"ecosystem": "pypi"
},
{
"name": "click-log",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "crawl4ai",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "46.0.3",
"ecosystem": "pypi"
},
{
"name": "distro",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "dnspython",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "docker",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "email-validator",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "fake-http-header",
"direct": false,
"version": "0.3.5",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.18.0",
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "flask-cors",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.7.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2025.5.1",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.2.3",
"ecosystem": "pypi"
},
{
"name": "gunicorn",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "h2",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.1.5",
"ecosystem": "pypi"
},
{
"name": "hpack",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "0.33.2",
"ecosystem": "pypi"
},
{
"name": "hyperframe",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.10",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.7.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "joblib",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.24.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.4.1",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": "1.74.0.post1",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "matplotlib",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mpmath",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "multidict",
"direct": false,
"version": "6.6.3",
"ecosystem": "pypi"
},
{
"name": "networkx",
"direct": false,
"version": "3.2.1",
"ecosystem": "pypi"
},
{
"name": "nvidia-cublas-cu12",
"direct": false,
"version": "12.6.4.1",
"ecosystem": "pypi"
},
{
"name": "nvidia-cuda-cupti-cu12",
"direct": false,
"version": "12.6.80",
"ecosystem": "pypi"
},
{
"name": "nvidia-cuda-nvrtc-cu12",
"direct": false,
"version": "12.6.77",
"ecosystem": "pypi"
},
{
"name": "nvidia-cuda-runtime-cu12",
"direct": false,
"version": "12.6.77",
"ecosystem": "pypi"
},
{
"name": "nvidia-cudnn-cu12",
"direct": false,
"version": "9.5.1.17",
"ecosystem": "pypi"
},
{
"name": "nvidia-cufft-cu12",
"direct": false,
"version": "11.3.0.4",
"ecosystem": "pypi"
},
{
"name": "nvidia-cufile-cu12",
"direct": false,
"version": "1.11.1.6",
"ecosystem": "pypi"
},
{
"name": "nvidia-curand-cu12",
"direct": false,
"version": "10.3.7.77",
"ecosystem": "pypi"
},
{
"name": "nvidia-cusolver-cu12",
"direct": false,
"version": "11.7.1.2",
"ecosystem": "pypi"
},
{
"name": "nvidia-cusparse-cu12",
"direct": false,
"version": "12.5.4.2",
"ecosystem": "pypi"
},
{
"name": "nvidia-cusparselt-cu12",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "nvidia-nccl-cu12",
"direct": false,
"version": "2.26.2",
"ecosystem": "pypi"
},
{
"name": "nvidia-nvjitlink-cu12",
"direct": false,
"version": "12.6.85",
"ecosystem": "pypi"
},
{
"name": "nvidia-nvtx-cu12",
"direct": false,
"version": "12.6.77",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "1.93.3",
"ecosystem": "pypi"
},
{
"name": "outcome",
"direct": false,
"version": "1.3.0.post0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pdf2image",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "prometheus-fastapi-instrumentator",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.3.2",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "2.22",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.33.2",
"ecosystem": "pypi"
},
{
"name": "pyee",
"direct": false,
"version": "13.0.0",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": "2.10.1",
"ecosystem": "pypi"
},
{
"name": "pypdf",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pypdf",
"direct": false,
"version": "6.4.1",
"ecosystem": "pypi"
},
{
"name": "pysocks",
"direct": false,
"version": "1.7.1",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "redis",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.36.2",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2024.11.6",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.26.0",
"ecosystem": "pypi"
},
{
"name": "rtree",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "safetensors",
"direct": false,
"version": "0.5.3",
"ecosystem": "pypi"
},
{
"name": "scikit-learn",
"direct": false,
"version": "1.6.1",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.13.1",
"ecosystem": "pypi"
},
{
"name": "seaborn",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "selenium",
"direct": false,
"version": "4.34.2",
"ecosystem": "pypi"
},
{
"name": "sentence-transformers",
"direct": false,
"version": "5.0.0",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "80.9.0",
"ecosystem": "pypi"
},
{
"name": "slowapi",
"direct": false,
"version": "0.1.9",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "sortedcontainers",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.7",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "sympy",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "tf-playwright-stealth",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "threadpoolctl",
"direct": false,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "tiktoken",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": false,
"version": "0.21.2",
"ecosystem": "pypi"
},
{
"name": "torch",
"direct": false,
"version": "2.7.1",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.1",
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": false,
"version": "4.53.1",
"ecosystem": "pypi"
},
{
"name": "trimesh",
"direct": false,
"version": "4.7.0",
"ecosystem": "pypi"
},
{
"name": "trio",
"direct": false,
"version": "0.30.0",
"ecosystem": "pypi"
},
{
"name": "trio-websocket",
"direct": false,
"version": "0.12.2",
"ecosystem": "pypi"
},
{
"name": "triton",
"direct": false,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.14.1",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "websocket-client",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "wsproto",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.20.1",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 180,
"direct_count": 61,
"indirect_count": 119
}
},
"maintainership": {
"issues": {
"open_prs": 92,
"merged_prs": 215,
"open_issues": 19,
"closed_ratio": 0.981,
"closed_issues": 982,
"closed_unmerged_prs": 323
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "unclecode",
"commits": 1012,
"avatar_url": "https://avatars.githubusercontent.com/u/12494079?v=4"
},
{
"type": "User",
"login": "ntohidi",
"commits": 277,
"avatar_url": "https://avatars.githubusercontent.com/u/17140097?v=4"
},
{
"type": "User",
"login": "aravindkarnam",
"commits": 87,
"avatar_url": "https://avatars.githubusercontent.com/u/15815124?v=4"
},
{
"type": "User",
"login": "SohamKukreti",
"commits": 20,
"avatar_url": "https://avatars.githubusercontent.com/u/114597712?v=4"
},
{
"type": "User",
"login": "hafezparast",
"commits": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/14273305?v=4"
},
{
"type": "User",
"login": "claude",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/81847?v=4"
},
{
"type": "User",
"login": "murphycw",
"commits": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/158214348?v=4"
},
{
"type": "User",
"login": "YuriNachos",
"commits": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/19365375?v=4"
},
{
"type": "User",
"login": "prokopis3",
"commits": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/20098206?v=4"
},
{
"type": "User",
"login": "bizrockman",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/17730156?v=4"
}
],
"contributors_sampled": 82,
"top_contributor_share": 0.655
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"docker-release.yml",
"main.yml",
"release.yml",
"security.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 5,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 3,
"reason": "5 out of 13 merged PRs checked by a CI test -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 8,
"reason": "Found 12/14 approved changesets -- score normalized to 8",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 8 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 0,
"reason": "165 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "7e801521428ee12509994d39151006f64055ebe3",
"ran_at": "2026-07-21T02:04:36Z",
"aggregate_score": 5.2,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/unclecode/crawl4ai",
"host": "github.com",
"name": "crawl4ai",
"owner": "unclecode"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"security": 46,
"vitality": 100,
"community": 96,
"governance": 68,
"engineering": 68
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 100,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"commits_last_year": 619,
"human_commit_share": null,
"days_since_last_push": 0,
"active_weeks_last_year": 52
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "52/52 weeks with commits",
"points": 36,
"status": "met",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 52
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "619 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 619
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 20,
"latest_release_tag": "v0.9.2",
"releases_from_tags": false,
"days_since_latest_release": 5,
"mean_days_between_releases": 27
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "20 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 20
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 5 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 5
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~27 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 27
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "excellent",
"name": "Community & Adoption",
"value": 96,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"forks": 7555,
"stars": 73496,
"watchers": 392,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "73,496 stars",
"points": 60,
"status": "met",
"details": [
{
"code": "stars",
"params": {
"count": 73496
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "7,555 forks",
"points": 25,
"status": "met",
"details": [
{
"code": "forks",
"params": {
"count": 7555
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "392 watchers",
"points": 14.4,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 392
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 68,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 82,
"top_contributor_share": 0.655
},
"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 66% of commits",
"points": 7.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 66
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "82 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 82
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 8 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 73,
"inputs": {
"merged_prs": 215,
"open_issues": 19,
"closed_issues": 982,
"issue_closed_ratio": 0.981,
"closed_unmerged_prs": 323
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "98% of issues closed",
"points": 45.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 98
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "215/538 decided PRs merged",
"points": 15.3,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 215,
"decided": 538
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 12/14 approved changesets -- score normalized to 8",
"points": 12,
"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": 73,
"inputs": {
"followers": 1801,
"owner_type": "User",
"is_verified": null,
"owner_login": "unclecode",
"public_repos": 125,
"account_age_days": 4081
},
"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": "1,801 followers of unclecode",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1801,
"login": "unclecode"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "125 public repos, account ~11 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 125
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"Crawl4AI"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 5
},
"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 5 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 5
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "70 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 70
}
}
],
"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": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"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": "5 out of 13 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": [],
"has_wiki": true,
"homepage": "https://crawl4ai.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://crawl4ai.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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"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": 52,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.2
},
"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 is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "5 out of 13 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 12/14 approved changesets -- score normalized to 8",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 8 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": "no update tool detected",
"points": 0,
"status": "missed",
"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": "30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"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 detected",
"points": 5,
"status": "met",
"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": "165 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "critical",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 131 resolved dependencies against OSV; 49 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 131
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 49
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 24,
"inputs": {
"source": "osv",
"advisories": 251,
"affected_packages": 22,
"assessed_packages": 131,
"unassessed_packages": 49,
"affected_by_severity": "critical 6, high 4, moderate 4, low 2, unknown 6",
"direct_affected_packages": 9
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "9 affected: aiohttp 3.12.13 (critical 9.1), nltk 3.9.1 (critical 10.0), pillow 10.4.0 (critical 9.1), +6 more",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 9,
"packages": "aiohttp 3.12.13 (critical 9.1), nltk 3.9.1 (critical 10.0), pillow 10.4.0 (critical 9.1)"
}
},
{
"code": "advisories_affected_more",
"params": {
"count": 6
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "8 advisory-carrying package(s) unaddressed past 90 days; oldest published 371 days ago",
"points": 15.2,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 8,
"oldest": 371
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 131,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"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": 9
},
"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": 37,
"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": 25,
"inputs": {
"has_llms_txt": true,
"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": "llms.txt present",
"points": 15,
"status": "met",
"details": [
{
"code": "llms_txt_present",
"params": {}
}
],
"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": "at_risk",
"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": 39,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, 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": 53,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 127968,
"source_files_sampled": 521,
"oversized_source_files": 15
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "15/521 source files over 60KB",
"points": 53.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 521,
"oversized": 15
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks",
"samples"
],
"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": "examples, notebooks, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks, samples"
}
}
],
"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": [
"deps.dev does not index pypi:Crawl4AI@0.9.2; advisories assessed against the repository dependency graph instead",
"Advisory severity resolved for 120 of 216 advisories (lookup cap); the remainder are reported as unknown severity"
],
"report_type": "repository",
"generated_at": "2026-07-21T02:05:11.512151Z",
"schema_version": "0.16.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/unclecode/crawl4ai.svg",
"full_name": "unclecode/crawl4ai",
"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 v0.16.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.