Spark Structured Streaming for Payer MRF use case

Python crawler for collecting, normalizing, and comparing hospital price transparency rate-card data

Public metadata and integration docs for Loa's hosted healthcare pricing, provider, hospital, and CPT/HCPCS MCP server.

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.

Loa Healthcare Pricing API — Source-labeled U.S. healthcare price transparency API and MCP server. Provides hospital and provider entity search, source-labeled price rows, cross-entity price comparison by CPT/HCPCS, and a reviewed update-submission workflow.

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.

Flask app that ingests healthcare Transparency-in-Coverage files and compares CPT-code pricing across payers

Handl Health is a healthcare price-transparency AI platform that turns the negotiated rates, gross charges, and cash prices unlocked by the Hospital Price Transparency and Transparency in Coverage rules into clean, usable pricing intelligence.

See what parents really pay for childcare — daycare & nanny cost transparency. Live: royce1998.github.io/totrate

Open dataset of Turkish hair transplant clinics, verified against primary sources — including every clinic we checked and did not list, with the reason and the date. CC BY 4.0.

CMS Price Transparency Rule compliance delivered via HealthSparq integration. Personalized cost estimates powered by real-time claims data across web and mobile.

Docs, OpenAPI spec, and integration examples for the CostKits healthcare cost API — estimates, provider pricing, coverage rules, bill analysis

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.

0penRX — Prescription Price Transparency Zero middlemen. Open prices. Your Rx.

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

Availity is a healthcare information network and clearinghouse providing REST APIs for real-time HIPAA EDI transactions. The platform processes over 11 billion annual healthcare transactions connecting providers, health plans, and vendors nationwide.

Open-source parsers that turn painful US public health datasets into tidy CSV. Maintained by Healthparse (healthparse.io).