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Software-GesundheitsberichtSchema 0.16.0 · Metriken 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 erreicht einen Gesundheitsindex von 77 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (100/100) ab, am schwächsten bei AI Readiness (37/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
77
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
77
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
UncleCodePersönliches Konto
1.801 Follower125 öffentliche Reposseit Mai 2015AlephNul, and KidoCode
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| PyPI | Crawl4AI | 0.9.2 | - | 70 | vor 5 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
100
Entwicklungsaktivität
100Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 36/36 | Commit-Rhythmus — 52/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 619 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 619 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release-Disziplin
100Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 20 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 5 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 27 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 20 |
| latest_release_tag | v0.9.2 |
| releases_from_tags | nein |
| days_since_latest_release | 5 |
| mean_days_between_releases | 27 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
96
Popularität & Verbreitung
99Exzellent
Wie die Bewertung erfolgt
| 60/60 | Stars — 73.496 Stars |
| 25/25 | Forks — 7.555 Forks |
| 14.4/15 | Watcher — 392 Watcher |
Verwendete Eingangsdaten
| forks | 7.555 |
| stars | 73.496 |
| watchers | 392 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
92Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | ja |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
68
Maintainer-Resilienz (Bus-Faktor)
40Gefährdet
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 7.8/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 66 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 82 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 82 |
| top_contributor_share | 0,655 |
Wie die Bewertung erfolgt
| 45.9/46.8 | Issue-Lösungsquote — 98 % der Issues geschlossen |
| 15.3/38.3 | PR-Annahme — 215/538 entschiedene PRs gemergt |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 12/14 approved changesets -- score normalized to 8 |
Verwendete Eingangsdaten
| merged_prs | 215 |
| open_issues | 19 |
| closed_issues | 982 |
| issue_closed_ratio | 0,981 |
| closed_unmerged_prs | 323 |
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 23.4/25 | Reichweite des Inhabers — 1.801 Follower von unclecode |
| 25/25 | Kontohistorie — 125 öffentliche Repos, Kontoalter ca. 11 Jahre |
Verwendete Eingangsdaten
| followers | 1.801 |
| owner_type | User |
| is_verified | — |
| owner_login | unclecode |
| public_repos | 125 |
| account_age_days | 4.081 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen |
| 20/20 | Versionshistorie — 70 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | Crawl4AI |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 5 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
68
Engineering-Praktiken
54Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 4 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 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 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
90Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://crawl4ai.com |
| 10/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | ja |
| homepage | https://crawl4ai.com |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
46
Sicherheitslage
52Mittel
Wie die Bewertung erfolgt
| 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 | Lizenz — 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 — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 165 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5,2 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
24Kritisch
Wie die Bewertung erfolgt
| 2.7/35 | Direkte Abhängigkeiten ohne bekannte Advisories — 9 betroffen: aiohttp 3.12.13 (critical 9.1), nltk 3.9.1 (critical 10.0), pillow 10.4.0 (critical 9.1), +6 weitere |
| 0/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar |
| 15.2/40 | Keine offenen Advisories — 8 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 371 Tagen veröffentlicht |
Verwendete Eingangsdaten
| 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 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 131 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 49 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
37
AI-Agentenkontext & Leitlinien
25Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 15/15 | Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden |
| 0/40 | Lesbare Commit-Historie — keine Daten |
Verwendete Eingangsdaten
| has_llms_txt | ja |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
AI-Verify-Loop (Build / Test / Typprüfung)
39Gefährdet
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 0/8 | Automatisierte Wartung — keine Daten |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | uv.lock |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
AI-Code-Lesbarkeit für Modelle
53Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 53.4/55 | Handhabbare Dateigrößen — 15/521 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 127.968 |
| source_files_sampled | 521 |
| oversized_source_files | 15 |
Maschinenlesbare AI-Schnittstellen
40Gefährdet
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples, notebooks, samples |
Verwendete Eingangsdaten
| example_dirs | examples, notebooks, samples |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
73.496GitHub-Sterne
82Mitwirkende
619Commits, letzte 12 Monate
0Tage seit letztem Push
20Releases
1Bus-Faktor
19offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- 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
Weitere Details
OpenSSF Scorecard 5.2 / 10
5.2Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 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 |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 165 existing vulnerabilities detected |
Direkte Abhängigkeiten 34
| Registry | Paket | Versionsvorgabe | 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 |
Alle Abhängigkeiten 180
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 61 direkte und 119 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | aiofiles | — | direkt |
| PyPI | aiofiles | 24.1.0 | direkt |
| PyPI | aiohttp | — | direkt |
| PyPI | aiohttp | 3.12.13 | direkt |
| PyPI | aiosqlite | — | direkt |
| PyPI | aiosqlite | 0.21.0 | direkt |
| PyPI | alphashape | — | direkt |
| PyPI | alphashape | 1.3.1 | direkt |
| PyPI | anyio | — | direkt |
| PyPI | anyio | 4.9.0 | direkt |
| PyPI | beautifulsoup4 | — | direkt |
| PyPI | beautifulsoup4 | 4.13.4 | direkt |
| PyPI | brotli | — | direkt |
| PyPI | brotli | 1.1.0 | direkt |
| PyPI | chardet | — | direkt |
| PyPI | chardet | 5.2.0 | direkt |
| PyPI | click | 8.1.8 | direkt |
| PyPI | cssselect | — | direkt |
| PyPI | cssselect | 1.3.0 | direkt |
| PyPI | fake-useragent | — | direkt |
| PyPI | fake-useragent | 2.2.0 | direkt |
| PyPI | httpx | — | direkt |
| PyPI | httpx | 0.28.1 | direkt |
| PyPI | humanize | 4.12.3 | direkt |
| PyPI | lark | 1.2.2 | direkt |
| PyPI | lxml | — | direkt |
| PyPI | lxml | 5.4.0 | direkt |
| PyPI | nltk | — | direkt |
| PyPI | nltk | 3.9.1 | direkt |
| PyPI | numpy | — | direkt |
| PyPI | numpy | 2.0.2 | direkt |
| PyPI | patchright | — | direkt |
| PyPI | patchright | 1.56.0 | direkt |
| PyPI | pillow | — | direkt |
| PyPI | pillow | 10.4.0 | direkt |
| PyPI | playwright | — | direkt |
| PyPI | playwright | 1.53.0 | direkt |
| PyPI | playwright-stealth | — | direkt |
| PyPI | psutil | — | direkt |
| PyPI | psutil | 7.0.0 | direkt |
| PyPI | pydantic | — | direkt |
| PyPI | pydantic | 2.11.7 | direkt |
| PyPI | pyopenssl | — | direkt |
| PyPI | pyopenssl | 25.3.0 | direkt |
| PyPI | python-dotenv | — | direkt |
| PyPI | python-dotenv | 1.1.1 | direkt |
| PyPI | pyyaml | — | direkt |
| PyPI | pyyaml | 6.0.2 | direkt |
| PyPI | rank-bm25 | — | direkt |
| PyPI | rank-bm25 | 0.2.2 | direkt |
| PyPI | requests | — | direkt |
| PyPI | requests | 2.32.4 | direkt |
| PyPI | rich | — | direkt |
| PyPI | rich | 14.0.0 | direkt |
| PyPI | shapely | — | direkt |
| PyPI | shapely | 2.0.7 | direkt |
| PyPI | snowballstemmer | — | direkt |
| PyPI | snowballstemmer | 2.2.0 | direkt |
| PyPI | unclecode-litellm | 1.81.13 | direkt |
| PyPI | xxhash | — | direkt |
| PyPI | xxhash | 3.5.0 | direkt |
| PyPI | aiohappyeyeballs | 2.6.1 | indirekt |
| PyPI | aiosignal | 1.4.0 | indirekt |
| PyPI | annotated-types | 0.7.0 | indirekt |
| PyPI | async-timeout | 5.0.1 | indirekt |
| PyPI | attrs | 25.3.0 | indirekt |
| PyPI | certifi | 2025.7.9 | indirekt |
| PyPI | cffi | 2.0.0 | indirekt |
| PyPI | charset-normalizer | 3.4.2 | indirekt |
| PyPI | click-log | 0.4.0 | indirekt |
| PyPI | colorama | — | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | crawl4ai | — | indirekt |
| PyPI | cryptography | 46.0.3 | indirekt |
| PyPI | distro | 1.9.0 | indirekt |
| PyPI | dnspython | — | indirekt |
| PyPI | docker | — | indirekt |
| PyPI | email-validator | 2.2.0 | indirekt |
| PyPI | exceptiongroup | 1.3.0 | indirekt |
| PyPI | fake-http-header | 0.3.5 | indirekt |
| PyPI | fastapi | — | indirekt |
| PyPI | filelock | 3.18.0 | indirekt |
| PyPI | flask | — | indirekt |
| PyPI | flask-cors | — | indirekt |
| PyPI | frozenlist | 1.7.0 | indirekt |
| PyPI | fsspec | 2025.5.1 | indirekt |
| PyPI | greenlet | 3.2.3 | indirekt |
| PyPI | gunicorn | — | indirekt |
| PyPI | h11 | 0.16.0 | indirekt |
| PyPI | h2 | 4.2.0 | indirekt |
| PyPI | hf-xet | 1.1.5 | indirekt |
| PyPI | hpack | 4.1.0 | indirekt |
| PyPI | httpcore | 1.0.9 | indirekt |
| PyPI | huggingface-hub | 0.33.2 | indirekt |
| PyPI | hyperframe | 6.1.0 | indirekt |
| PyPI | idna | 3.10 | indirekt |
| PyPI | importlib-metadata | 8.7.0 | indirekt |
| PyPI | jinja2 | 3.1.6 | indirekt |
| PyPI | jiter | 0.10.0 | indirekt |
| PyPI | joblib | 1.5.1 | indirekt |
| PyPI | jsonschema | 4.24.0 | indirekt |
| PyPI | jsonschema-specifications | 2025.4.1 | indirekt |
| PyPI | litellm | — | indirekt |
| PyPI | litellm | 1.74.0.post1 | indirekt |
| PyPI | markdown-it-py | 3.0.0 | indirekt |
| PyPI | markupsafe | 3.0.2 | indirekt |
| PyPI | matplotlib | — | indirekt |
| PyPI | mcp | — | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mpmath | 1.3.0 | indirekt |
| PyPI | multidict | 6.6.3 | indirekt |
| PyPI | networkx | 3.2.1 | indirekt |
| PyPI | nvidia-cublas-cu12 | 12.6.4.1 | indirekt |
| PyPI | nvidia-cuda-cupti-cu12 | 12.6.80 | indirekt |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.6.77 | indirekt |
| PyPI | nvidia-cuda-runtime-cu12 | 12.6.77 | indirekt |
| PyPI | nvidia-cudnn-cu12 | 9.5.1.17 | indirekt |
| PyPI | nvidia-cufft-cu12 | 11.3.0.4 | indirekt |
| PyPI | nvidia-cufile-cu12 | 1.11.1.6 | indirekt |
| PyPI | nvidia-curand-cu12 | 10.3.7.77 | indirekt |
| PyPI | nvidia-cusolver-cu12 | 11.7.1.2 | indirekt |
| PyPI | nvidia-cusparse-cu12 | 12.5.4.2 | indirekt |
| PyPI | nvidia-cusparselt-cu12 | 0.6.3 | indirekt |
| PyPI | nvidia-nccl-cu12 | 2.26.2 | indirekt |
| PyPI | nvidia-nvjitlink-cu12 | 12.6.85 | indirekt |
| PyPI | nvidia-nvtx-cu12 | 12.6.77 | indirekt |
| PyPI | openai | 1.93.3 | indirekt |
| PyPI | outcome | 1.3.0.post0 | indirekt |
| PyPI | packaging | 25.0 | indirekt |
| PyPI | pandas | — | indirekt |
| PyPI | pdf2image | — | indirekt |
| PyPI | prometheus-fastapi-instrumentator | — | indirekt |
| PyPI | propcache | 0.3.2 | indirekt |
| PyPI | pycparser | 2.22 | indirekt |
| PyPI | pydantic-core | 2.33.2 | indirekt |
| PyPI | pyee | 13.0.0 | indirekt |
| PyPI | pygments | 2.19.2 | indirekt |
| PyPI | pyjwt | 2.10.1 | indirekt |
| PyPI | pypdf | — | indirekt |
| PyPI | pypdf | 6.4.1 | indirekt |
| PyPI | pysocks | 1.7.1 | indirekt |
| PyPI | python-multipart | — | indirekt |
| PyPI | redis | — | indirekt |
| PyPI | referencing | 0.36.2 | indirekt |
| PyPI | regex | 2024.11.6 | indirekt |
| PyPI | rpds-py | 0.26.0 | indirekt |
| PyPI | rtree | 1.4.0 | indirekt |
| PyPI | safetensors | 0.5.3 | indirekt |
| PyPI | scikit-learn | 1.6.1 | indirekt |
| PyPI | scipy | 1.13.1 | indirekt |
| PyPI | seaborn | — | indirekt |
| PyPI | selenium | 4.34.2 | indirekt |
| PyPI | sentence-transformers | 5.0.0 | indirekt |
| PyPI | setuptools | 80.9.0 | indirekt |
| PyPI | slowapi | 0.1.9 | indirekt |
| PyPI | sniffio | 1.3.1 | indirekt |
| PyPI | sortedcontainers | 2.4.0 | indirekt |
| PyPI | soupsieve | 2.7 | indirekt |
| PyPI | sse-starlette | 2.2.1 | indirekt |
| PyPI | sympy | 1.14.0 | indirekt |
| PyPI | tf-playwright-stealth | 1.2.0 | indirekt |
| PyPI | threadpoolctl | 3.6.0 | indirekt |
| PyPI | tiktoken | 0.9.0 | indirekt |
| PyPI | tokenizers | 0.21.2 | indirekt |
| PyPI | torch | 2.7.1 | indirekt |
| PyPI | tqdm | 4.67.1 | indirekt |
| PyPI | transformers | 4.53.1 | indirekt |
| PyPI | trimesh | 4.7.0 | indirekt |
| PyPI | trio | 0.30.0 | indirekt |
| PyPI | trio-websocket | 0.12.2 | indirekt |
| PyPI | triton | 3.3.1 | indirekt |
| PyPI | typing-extensions | 4.14.1 | indirekt |
| PyPI | typing-inspection | 0.4.1 | indirekt |
| PyPI | urllib3 | 2.5.0 | indirekt |
| PyPI | uvicorn | — | indirekt |
| PyPI | websocket-client | 1.8.0 | indirekt |
| PyPI | websockets | — | indirekt |
| PyPI | wsproto | 1.2.0 | indirekt |
| PyPI | yarl | 1.20.1 | indirekt |
| PyPI | zipp | 3.23.0 | indirekt |
Abhängigkeits-Advisories 22
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 131 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 22 tragen bekannte Advisories, davon 9 direkte. 49 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.
| Paket | Version | Beziehung | Schweregrad | Advisories | Behoben in |
|---|---|---|---|---|---|
| aiohttp | 3.12.13 | direkt | kritisch | 60 | 3.14.1 |
| nltk | 3.9.1 | direkt | kritisch | 18 | 3.10.0 |
| pillow | 10.4.0 | direkt | kritisch | 29 | 12.3.0 |
| pyopenssl | 25.3.0 | direkt | kritisch | 4 | 26.0.0 |
| cryptography | 46.0.3 | indirekt | kritisch | 7 | 48.0.1 |
| litellm | 1.74.0.post1 | indirekt | kritisch | 11 | 1.84.0 |
| brotli | 1.1.0 | direkt | hoch | 2 | 2.13.4 |
| click | 8.1.8 | direkt | hoch | 1 | 8.3.3 |
| lxml | 5.4.0 | direkt | hoch | 2 | 6.1.0 |
| urllib3 | 2.5.0 | indirekt | hoch | 8 | 2.7.0 |
| python-dotenv | 1.1.1 | direkt | mittel | 2 | 1.2.2 |
| requests | 2.32.4 | direkt | mittel | 2 | 2.33.0 |
| filelock | 3.18.0 | indirekt | mittel | 4 | 3.20.3 |
| idna | 3.10 | indirekt | mittel | 2 | 3.15 |
| h2 | 4.2.0 | indirekt | niedrig | 2 | 4.3.0 |
| pygments | 2.19.2 | indirekt | niedrig | 2 | 2.20.0 |
| pyjwt | 2.10.1 | indirekt | unbekannt | 13 | — |
| pypdf | 6.4.1 | indirekt | unbekannt | 53 | — |
| setuptools | 80.9.0 | indirekt | unbekannt | 1 | — |
| soupsieve | 2.7 | indirekt | unbekannt | 4 | — |
| torch | 2.7.1 | indirekt | unbekannt | 10 | — |
| transformers | 4.53.1 | indirekt | unbekannt | 14 | — |
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
{
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"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",
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"license_spdx": "Apache-2.0",
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"primary_language": "Python",
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]
},
"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,
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"mean_days_between_releases": 27
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"community": {
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"health_percentage": 100,
"has_issue_template": false,
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"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": {
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"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": {
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"requirements.txt",
"setup.cfg",
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],
"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,
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"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
},
{
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"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."
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],
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"warnings": [
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}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.16.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.