{"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/817efcd3a77e208749d7","record":{"id":"817efcd3a77e208749d7","name":"Finology Software: Federal Student Loan Engine","aliases":["Finology Software: Federal Student Loan Engine"],"description":"Deterministic federal student loan math on the 2026 rules (RAP, IBR, ICR, PSLF, the tiered Standard plan) from Finology Software's parity-verified engine. Compare every repayment plan a loan can elect, estimate a RAP payment, and compare filing jointly vs separately. Every answer is stamped with the rule version and recorded. Connect with a Finology Software API key: a free sandbox key (25 calls a month) is one call away at https://finology.tech/agents/, and paid keys start at $49 a month.","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":"dfd16a7c-6eb1-40e4-9447-879a221c0fca","source_record_name":"finology/student-loans"}],"relevance_signals":["payment"],"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"}}
