{"data":{"slug":"setuptools","name":"setuptools","tagline":"","homepage":"https://setuptools.pypa.io/","category":{"slug":"package-management","name":"Package Management"},"vendor":{"name":"Pypa","primaryDomain":null},"score":{"composite":72.4,"confidence":0.13,"confidenceBand":"low","breakdown":{"price_level":{"value":100,"weight":0.032,"present":true,"contribution":3.2},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.111,"present":false,"contribution":0},"github_stars":{"value":65.2,"weight":0.032,"present":true,"contribution":2.1},"integrations":{"value":0,"weight":0.063,"present":false,"contribution":0},"github_activity":{"value":49.4,"weight":0.127,"present":true,"contribution":6.3},"release_cadence":{"value":96.7,"weight":0.079,"present":true,"contribution":7.6},"security_posture":{"value":0,"weight":0.206,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":0.175,"present":false,"contribution":0},"pricing_transparency":{"value":80,"weight":0.048,"present":true,"contribution":3.8},"stackoverflow_activity":{"value":0,"weight":0.063,"present":false,"contribution":0}},"computedAt":"2026-08-05T13:14:31.577Z"},"uri":"https://www.vioscale.ai/software/setuptools","aliases":["setuptools"],"status":"active","facts":{"adoption":[{"attribute":"adoption.github_stars","value":2843,"provenance":{"source":"https://github.com/pypa/setuptools","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.9,"snapshotRef":null}}],"description":[{"attribute":"description.long","value":"Setuptools facilitates packaging Python projects and helps developers share reusable code (libraries) and programs (CLI/GUI tools) that can be installed with pip and uploaded to PyPI.","provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-07-31T10:37:34.709Z","confidence":0.6,"snapshotRef":null}}],"language":[{"attribute":"language.primary","value":"Python","provenance":{"source":"https://github.com/pypa/setuptools","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.9,"snapshotRef":null}}],"license":[{"attribute":"license.spdx","value":"MIT","provenance":{"source":"https://github.com/pypa/setuptools","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.95,"snapshotRef":null}}],"platform":[{"attribute":"platform.support","value":{"cli":true},"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:10:16.040Z","confidence":0.6,"snapshotRef":null}}],"activity":[{"attribute":"activity.commits_last_30d","value":36,"provenance":{"source":"https://github.com/pypa/setuptools/pulse","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.65,"snapshotRef":null}}],"pricing":[{"attribute":"pricing.free_tier","value":true,"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:10:16.040Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://setuptools.pypa.io/","sourceType":"crawler:pricing","retrievedAt":"2026-08-05T13:04:30.625Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.price_level","value":"free","provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:10:16.040Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.transparent","value":true,"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-07-31T10:37:34.709Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing","value":{"type":"open_source","plans":[{"free":true,"name":"Community (Open Source)","summary":"Free, open-source","description":"Core setuptools library","contactSales":false},{"free":false,"name":"Tidelift Subscription","summary":"Professional support available; contact sales","description":"Professional support for setuptools","contactSales":true}],"summary":"Free, open-source. Professional support available via Tidelift Subscription.","freeTier":true,"sourceUrl":"https://setuptools.pypa.io/","retrievedAt":"2026-08-05T13:10:16.040Z"},"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:10:16.040Z","confidence":0.6,"snapshotRef":null}}],"release":[{"attribute":"release.cadence_days","value":6,"provenance":{"source":"https://github.com/pypa/setuptools/releases","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.7,"snapshotRef":null}}],"content":[{"attribute":"content.faq","value":[{"answer":"Setuptools simplifies the process of creating and distributing Python packages. It handles the packaging work that would otherwise require manual effort, allowing developers to prepare their code for installation via pip and publication to PyPI.","source":"https://setuptools.pypa.io/","question":"What problem does setuptools solve?","confidence":0.9},{"answer":"Setuptools is completely free to use as open source software with no licensing fees. Organizations requiring dedicated professional support can optionally subscribe to Tidelift for enterprise-grade assistance.","source":"https://setuptools.pypa.io/","question":"What is the cost of setuptools?","confidence":1},{"answer":"Yes, setuptools includes built-in support for building and packaging C and C++ extension modules, making it suitable for Python projects that incorporate compiled native libraries.","source":"https://setuptools.pypa.io/","question":"Does setuptools support native code extensions?","confidence":0.95},{"answer":"Setuptools is a command-line tool that integrates with Python's package management ecosystem. Developers invoke setuptools commands to prepare and configure their projects for distribution.","source":"https://setuptools.pypa.io/","question":"How is setuptools accessed and used?","confidence":0.9},{"answer":"Yes, setuptools facilitates the complete packaging workflow including preparation and uploading of packages to PyPI, making projects accessible for installation by other developers.","source":"https://setuptools.pypa.io/","question":"Can setuptools help publish to PyPI?","confidence":0.95},{"answer":"Setuptools supports packaging libraries designed for reuse by other developers as well as standalone applications and command-line tools. It handles the distribution infrastructure for a wide range of Python project types.","source":"https://setuptools.pypa.io/","question":"What types of Python projects can be packaged?","confidence":0.9},{"answer":"Setuptools is maintained as an open source project with community support. Tidelift offers professional support subscriptions for organizations that require dedicated enterprise-level assistance.","source":"https://setuptools.pypa.io/","question":"Is professional support available?","confidence":0.9}],"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"generated:faq","retrievedAt":"2026-07-31T11:03:29.857Z","confidence":0.9285714,"snapshotRef":null}}]},"factList":[{"attribute":"adoption.github_stars","value":2843,"provenance":{"source":"https://github.com/pypa/setuptools","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.9,"snapshotRef":null}},{"attribute":"description.long","value":"Setuptools facilitates packaging Python projects and helps developers share reusable code (libraries) and programs (CLI/GUI tools) that can be installed with pip and uploaded to PyPI.","provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-07-31T10:37:34.709Z","confidence":0.6,"snapshotRef":null}},{"attribute":"language.primary","value":"Python","provenance":{"source":"https://github.com/pypa/setuptools","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.9,"snapshotRef":null}},{"attribute":"license.spdx","value":"MIT","provenance":{"source":"https://github.com/pypa/setuptools","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.95,"snapshotRef":null}},{"attribute":"platform.support","value":{"cli":true},"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:10:16.040Z","confidence":0.6,"snapshotRef":null}},{"attribute":"activity.commits_last_30d","value":36,"provenance":{"source":"https://github.com/pypa/setuptools/pulse","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.65,"snapshotRef":null}},{"attribute":"pricing.free_tier","value":true,"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:10:16.040Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://setuptools.pypa.io/","sourceType":"crawler:pricing","retrievedAt":"2026-08-05T13:04:30.625Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.price_level","value":"free","provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:10:16.040Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.transparent","value":true,"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-07-31T10:37:34.709Z","confidence":0.6,"snapshotRef":null}},{"attribute":"release.cadence_days","value":6,"provenance":{"source":"https://github.com/pypa/setuptools/releases","sourceType":"crawler:github","retrievedAt":"2026-07-31T10:13:47.090Z","confidence":0.7,"snapshotRef":null}},{"attribute":"content.faq","value":[{"answer":"Setuptools simplifies the process of creating and distributing Python packages. It handles the packaging work that would otherwise require manual effort, allowing developers to prepare their code for installation via pip and publication to PyPI.","source":"https://setuptools.pypa.io/","question":"What problem does setuptools solve?","confidence":0.9},{"answer":"Setuptools is completely free to use as open source software with no licensing fees. Organizations requiring dedicated professional support can optionally subscribe to Tidelift for enterprise-grade assistance.","source":"https://setuptools.pypa.io/","question":"What is the cost of setuptools?","confidence":1},{"answer":"Yes, setuptools includes built-in support for building and packaging C and C++ extension modules, making it suitable for Python projects that incorporate compiled native libraries.","source":"https://setuptools.pypa.io/","question":"Does setuptools support native code extensions?","confidence":0.95},{"answer":"Setuptools is a command-line tool that integrates with Python's package management ecosystem. Developers invoke setuptools commands to prepare and configure their projects for distribution.","source":"https://setuptools.pypa.io/","question":"How is setuptools accessed and used?","confidence":0.9},{"answer":"Yes, setuptools facilitates the complete packaging workflow including preparation and uploading of packages to PyPI, making projects accessible for installation by other developers.","source":"https://setuptools.pypa.io/","question":"Can setuptools help publish to PyPI?","confidence":0.95},{"answer":"Setuptools supports packaging libraries designed for reuse by other developers as well as standalone applications and command-line tools. It handles the distribution infrastructure for a wide range of Python project types.","source":"https://setuptools.pypa.io/","question":"What types of Python projects can be packaged?","confidence":0.9},{"answer":"Setuptools is maintained as an open source project with community support. Tidelift offers professional support subscriptions for organizations that require dedicated enterprise-level assistance.","source":"https://setuptools.pypa.io/","question":"Is professional support available?","confidence":0.9}],"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"generated:faq","retrievedAt":"2026-07-31T11:03:29.857Z","confidence":0.9285714,"snapshotRef":null}},{"attribute":"pricing","value":{"type":"open_source","plans":[{"free":true,"name":"Community (Open Source)","summary":"Free, open-source","description":"Core setuptools library","contactSales":false},{"free":false,"name":"Tidelift Subscription","summary":"Professional support available; contact sales","description":"Professional support for setuptools","contactSales":true}],"summary":"Free, open-source. Professional support available via Tidelift Subscription.","freeTier":true,"sourceUrl":"https://setuptools.pypa.io/","retrievedAt":"2026-08-05T13:10:16.040Z"},"provenance":{"source":"https://setuptools.pypa.io/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:10:16.040Z","confidence":0.6,"snapshotRef":null}}],"faq":[{"answer":"Setuptools simplifies the process of creating and distributing Python packages. It handles the packaging work that would otherwise require manual effort, allowing developers to prepare their code for installation via pip and publication to PyPI.","source":"https://setuptools.pypa.io/","question":"What problem does setuptools solve?","confidence":0.9},{"answer":"Setuptools is completely free to use as open source software with no licensing fees. Organizations requiring dedicated professional support can optionally subscribe to Tidelift for enterprise-grade assistance.","source":"https://setuptools.pypa.io/","question":"What is the cost of setuptools?","confidence":1},{"answer":"Yes, setuptools includes built-in support for building and packaging C and C++ extension modules, making it suitable for Python projects that incorporate compiled native libraries.","source":"https://setuptools.pypa.io/","question":"Does setuptools support native code extensions?","confidence":0.95},{"answer":"Setuptools is a command-line tool that integrates with Python's package management ecosystem. Developers invoke setuptools commands to prepare and configure their projects for distribution.","source":"https://setuptools.pypa.io/","question":"How is setuptools accessed and used?","confidence":0.9},{"answer":"Yes, setuptools facilitates the complete packaging workflow including preparation and uploading of packages to PyPI, making projects accessible for installation by other developers.","source":"https://setuptools.pypa.io/","question":"Can setuptools help publish to PyPI?","confidence":0.95},{"answer":"Setuptools supports packaging libraries designed for reuse by other developers as well as standalone applications and command-line tools. It handles the distribution infrastructure for a wide range of Python project types.","source":"https://setuptools.pypa.io/","question":"What types of Python projects can be packaged?","confidence":0.9},{"answer":"Setuptools is maintained as an open source project with community support. Tidelift offers professional support subscriptions for organizations that require dedicated enterprise-level assistance.","source":"https://setuptools.pypa.io/","question":"Is professional support available?","confidence":0.9}],"claimed":false,"updatedAt":"2026-08-05T13:14:31.778Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/setuptools","markdown":"https://www.vioscale.ai/software/setuptools.md","html":"https://www.vioscale.ai/software/setuptools"}},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-08-06T23:59:22.690Z","disclaimer":"Independent, evidence-based. Every fact carries provenance."}}