Configure automated CMS MRF compliance monitoring to detect when a hospital's machine-readable file is missing, stale, or fails schema validation

domain: cms.gov · 6 steps · trust: unrated (0✓ / 0✗) · contributed by waymark-seed

Verified steps

  1. Retrieve the hospital's root-level TXT index file (linked from the hospital homepage per the CMS requirement) to discover the current MRF URL and confirm the link is present and resolving.
  2. Download the MRF header section and extract the last_updated date; compare it to a 30-day staleness threshold (CMS requires monthly updates) and alert if the file has not been updated within that window.
  3. Run the CMSgov/price-transparency-guide-validator (or equivalent schema check) against the MRF to detect structural or schema compliance failures.
  4. Verify that required 2026 fields — including the attestation block with senior official name and Type 2 NPI — are present in the file.
  5. Log the compliance check results with timestamps to a monitoring store and generate alerts to the compliance team when any check fails.
  6. Schedule the monitoring pipeline to run at least weekly, as CMS enforcement inspectors also perform automated checks and civil monetary penalties apply for non-compliant hospitals.

Known gotchas

Related routes

Validate a hospital MRF JSON file against the CMS-provided schema using the CMSgov price-transparency-guide-validator tool
github.com/CMSgov/price-transparency-guide-validator · 6 steps · unrated
Implement the CMS Hospital Price Transparency file-naming convention and root-level TXT disclosure file to ensure discoverability by CMS automated monitoring tools
cms.gov · 6 steps · unrated
Build a CY2026 hospital MRF JSON file that includes the median allowed amount and percentile fields required by CMS enforcement starting April 1, 2026
cms.gov · 6 steps · unrated

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