{"schemaVersion":"1.0","snapshotId":"tv-20261031-f39b578e7aea","generatedAt":"2026-10-31T07:01:50.000Z","tool":{"schemaVersion":"1.0","slug":"mlrun","routeSlug":"mlrun","name":"MLRun","description":"MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.","status":"active","statusReason":null,"scoreVisibility":"verdict","scoreVersion":"v2-continuous-open-2026-08","scores":{"toolvitals":95,"health":96,"shipping":94,"zombie":1},"evidence":{"dataConfidence":90,"sourceCoverage":100,"publishConfidence":92,"lastChecked":"2026-10-30"},"classification":{"category":{"slug":"data","name":"Data & Analytics"},"useCase":{"slug":"data-pipelines","name":"Data Pipelines"},"toolMode":"open_source_project","toolModeLabel":"Source-visible project"},"openness":{"classification":"osi_approved_oss","label":"OSI-approved OSS","note":"This tool has an OSI-approved open-source license signal.","license":"Apache-2.0","licenseUrl":null},"repository":{"fullName":"mlrun/mlrun","url":"https://github.com/mlrun/mlrun","stars":1704,"forks":315,"watchers":24,"openIssues":107,"lastCommitDate":"2026-10-30","commitsLast30d":41,"commitsLast90d":147,"releasesLast90d":28,"activeContributors":22,"contributorsAsOf":"2026-10-30"},"website":"https://mlrun.org/","tags":["open-source","data-engineering","data-science","experiment-tracking","kubernetes","machine-learning","mlops","mlops-workflow","model-serving","python","workflow","data-pipelines","workflow-orchestration"],"sources":[{"kind":"official-website","label":"Official website","url":"https://mlrun.org/","checkedAt":"2026-10-30"},{"kind":"source-repository","label":"Source repository","url":"https://github.com/mlrun/mlrun","checkedAt":"2026-10-30"}],"indexable":true,"indexReason":"sufficient tool evidence","canonicalUrl":"http://toolvitals.com/tools/mlrun/","markdownUrl":"http://toolvitals.com/tools/mlrun.md","jsonUrl":"http://toolvitals.com/api/agent/tools/mlrun"}}