{"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/e5baf885694147dc6f6e","record":{"id":"e5baf885694147dc6f6e","name":"Percolate","aliases":["Percolate"],"description":"Query the Percolate specialty coffee database — 1,100+ curated coffees with roast level, body/acidity/sweetness profiles, flavour notes, suited brew methods and food pairings.\n\nSearch with category, roast, brew-method and price filters; pull a full record for one coffee; find similar coffees; get recommendations from the flavours you like, a budget and the gear you own; or get a dial-in starting point (dose, yield, time, grind) for a given coffee and brew method.\n\nAll scoring is deterministic — no AI runs inside the server, so the same question returns the same ranked answer. Every response ca","repository_url":null,"sources":[{"source_id":"smithery","url":"https://api.smithery.ai/servers","observed_at":"2026-10-17T21:40:22.481400+00:00","source_record_id":"3cd121a7-32db-45b2-9294-1327c0191ac6","source_record_name":"bguillow/percolate"}],"relevance_signals":["attribution"],"classification":{"label":"pending","method":"not-yet-classified"},"catalog_ids":[],"verification_status":"discovered","vendor_ownership":"not-verified","execution_tested":false,"pricing_status":"not-verified","documentation_status":"not-verified"}}