{"schemaVersion":"1.0","snapshotId":"tv-20260915-f4c107995a2e","generatedAt":"2026-09-15T07:02:20.000Z","tool":{"schemaVersion":"1.0","slug":"memmachine","routeSlug":"memmachine","name":"MemMachine","description":"Universal memory layer for AI agents.","status":"warning","statusReason":null,"scoreVisibility":"verdict","scoreVersion":"v2-continuous-open-2026-08","scores":{"toolvitals":62,"health":70,"shipping":49,"zombie":8},"evidence":{"dataConfidence":90,"sourceCoverage":100,"publishConfidence":92,"lastChecked":"2026-09-15"},"classification":{"category":{"slug":"developer-tools","name":"Developer Tools"},"useCase":{"slug":"ai-agent-tools","name":"AI Agent Tools"},"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":"MemMachine/MemMachine","url":"https://github.com/MemMachine/MemMachine","stars":3219,"forks":212,"watchers":16,"openIssues":151,"lastCommitDate":"2026-09-15","commitsLast30d":2,"commitsLast90d":6,"releasesLast90d":0,"activeContributors":6,"contributorsAsOf":"2026-09-15"},"website":"https://memmachine.ai/","tags":["memory","ai","data","open-source","agent","agentic-ai","agents","agents-sdk","ai-agents","chatbots","conversational-agents","conversational-ai","genai","knowledge-graph","llm","long-short-term-memory"],"sources":[{"kind":"official-website","label":"Official website","url":"https://memmachine.ai/","checkedAt":"2026-09-15"},{"kind":"source-repository","label":"Source repository","url":"https://github.com/MemMachine/MemMachine","checkedAt":"2026-09-15"}],"indexable":true,"indexReason":"sufficient tool evidence","canonicalUrl":"http://toolvitals.com/tools/memmachine/","markdownUrl":"http://toolvitals.com/tools/memmachine.md","jsonUrl":"http://toolvitals.com/api/agent/tools/memmachine"}}