{"schema_version":1,"snapshot_id":"bfb936f5ceae4a7427f93961201723779c3021545a3c4222395e8678314c3e55","generated_at":"2026-10-17T21:51:24.907033+00:00","notice":"Potential GTM matches from directory metadata and model triage. Discovered does not mean vendor-verified or tested. Pending records remain under review; pricing and install details require primary sources.","canonical_url":"https://gtmmcps.com/discoveries/8abfbfc21664d66ac41a","record":{"id":"8abfbfc21664d66ac41a","name":"ai.klyf/klyf","aliases":["ai.klyf/klyf"],"description":"AI YouTube analyst in Claude for creators: audit, fix, decide what to make next, grow subs.","repository_url":null,"sources":[{"source_id":"official-registry","url":"https://registry.modelcontextprotocol.io/v0.1/servers","observed_at":"2026-10-17T19:47:47.767562+00:00"}],"relevance_signals":[],"classification":{"label":"gtm-direct","reason":"AI YouTube analyst for creators supports content strategy and growth, directly relevant to marketing and outreach.","classified_at":"2026-10-17T20:57:21.689626+00:00","method":"local-model"},"catalog_ids":[],"verification_status":"discovered","vendor_ownership":"not-verified","execution_tested":false,"pricing_status":"not-verified","documentation_status":"not-verified"}}
