{"schemaVersion":"1.0","snapshotId":"tv-20261031-f39b578e7aea","generatedAt":"2026-10-31T07:01:50.000Z","tool":{"schemaVersion":"1.0","slug":"pytest","routeSlug":"pytest","name":"pytest","description":"Python testing framework for unit, functional, and integration tests.","status":"active","statusReason":null,"scoreVisibility":"verdict","scoreVersion":"v2-continuous-open-2026-08","scores":{"toolvitals":92,"health":94,"shipping":90,"zombie":1},"evidence":{"dataConfidence":90,"sourceCoverage":100,"publishConfidence":92,"lastChecked":"2026-10-30"},"classification":{"category":{"slug":"developer-tools","name":"Developer Tools"},"useCase":{"slug":"testing-frameworks","name":"Testing Frameworks"},"toolMode":"library_framework","toolModeLabel":"Library Framework"},"openness":{"classification":"osi_approved_oss","label":"OSI-approved OSS","note":"This tool has an OSI-approved open-source license signal.","license":"MIT","licenseUrl":null},"repository":{"fullName":"pytest-dev/pytest","url":"https://github.com/pytest-dev/pytest","stars":14652,"forks":3568,"watchers":193,"openIssues":902,"lastCommitDate":"2026-10-30","commitsLast30d":53,"commitsLast90d":243,"releasesLast90d":1,"activeContributors":42,"contributorsAsOf":"2026-10-30"},"website":"https://pytest.org/","tags":["open-source","hacktoberfest","python","test","testing","unit-testing","functional-testing","integration-testing","test-runner"],"sources":[{"kind":"official-website","label":"Official website","url":"https://pytest.org/","checkedAt":"2026-10-30"},{"kind":"source-repository","label":"Source repository","url":"https://github.com/pytest-dev/pytest","checkedAt":"2026-10-30"}],"indexable":true,"indexReason":"sufficient tool evidence","canonicalUrl":"http://toolvitals.com/tools/pytest/","markdownUrl":"http://toolvitals.com/tools/pytest.md","jsonUrl":"http://toolvitals.com/api/agent/tools/pytest"}}