Spark Structured Streaming for Payer MRF use case
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Updated
Nov 20, 2025 - Scala
Spark Structured Streaming for Payer MRF use case
Python crawler for collecting, normalizing, and comparing hospital price transparency rate-card data
The open ledger for US hospital prices. Edge native infrastructure for medical price transparency and programmatic regulatory enforcement.
Open-source ChatGPT / OpenAI subscription price transparency dashboard
Hospital Price Transparency MRF Normalizer for Apify Store. Normalizes hospital MRF files (CMS v3 JSON + CSV) into one schema with payer + procedure + negotiated rate rows. Pay per row.
Flask app that ingests healthcare Transparency-in-Coverage files and compares CPT-code pricing across payers
See what parents really pay for childcare — daycare & nanny cost transparency. Live: royce1998.github.io/totrate
Unifying Transparency-in-Coverage payer rates with Hospital Price Transparency rates: a three-pass record-linkage pipeline with deterministic matching, billing-class relaxation, and rate-value corroboration.
Docs, OpenAPI spec, and integration examples for the CostKits healthcare cost API — estimates, provider pricing, coverage rules, bill analysis
CMS Price Transparency Rule compliance delivered via HealthSparq integration. Personalized cost estimates powered by real-time claims data across web and mobile.
0penRX — Prescription Price Transparency Zero middlemen. Open prices. Your Rx.
Ribbon Health APIs.json profile for API Evangelist catalog
Local-first healthcare data pipeline for CMS hospital price transparency MRFs, using Python, DuckDB, dbt, and Parquet to download, snapshot, parse, validate, and model messy JSON/CSV hospital pricing data.
Temple University Health System
Open-source parsers that turn painful US public health datasets into tidy CSV. Maintained by Healthparse (healthparse.io).
Economic-coherence checks for CMS hospital price-transparency files.
MCP server for the CostKits healthcare cost API — give Claude, ChatGPT, or any MCP client live procedure cost estimates, provider pricing, coverage rules, and bill analysis
Turquoise Health APIs.json profile
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