Who should use cms-mrf-extractor?

cms-mrf-extractor is an open-source project built for developers.

Does cms-mrf-extractor have a free plan?

Yes — cms-mrf-extractor is open source under the MIT license and free to use.

What platforms does cms-mrf-extractor run on?

cms-mrf-extractor runs on the command line.

Is cms-mrf-extractor still active?

The GitHub repository shows 3 commits in the last 90 days.

What are alternatives to cms-mrf-extractor?

Similar projects tracked by PulseGate include funkuino, cnpj-val, and xpdp1l4lhc980s.

Who makes cms-mrf-extractor?

cms-mrf-extractor is developed by abshah17.

How long has cms-mrf-extractor been around?

cms-mrf-extractor first shipped in 2026.

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cms-mrf-extractor

Name: cms-mrf-extractor
Author: abshah17

PyPIInfrastructure

cms-mrf-extractor is a Python tool that rapidly parses CMS Transparency-in-Coverage machine-readable files (MRFs) and converts them into efficient parquet format using pyarrow. It is designed for data engineers and analysts working with healthcare pricing data who need to process these large JSON-based files for analysis and reporting.

Open SourceMITCLI

Visit PyPI

Overview

4 features

cms-mrf-extractor is an Other dev tools project. Efficiently parsing and converting large CMS machine-readable price transparency files into usable parquet format. It is built as an open-source project for developers. The project is open source (MIT). cms-mrf-extractor is available on the command line.

abshah17 builds and maintains cms-mrf-extractor, and it first shipped in 2026. The project is developed in the open on GitHub with 3 commits in the last 90 days. Among its 4 catalogued features are MRF parsing, parquet conversion, and healthcare data.

Summary written by a language model from the project’s public pages.

MRF parsing
Parquet conversion
Healthcare data
Fast extraction

Built with & integrations

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed4 Aug · 03:37 UTC
cms-mrf-extractor verified against its public source
Source: PulseGate · Open

Frequently asked questions about cms-mrf-extractor

What does cms-mrf-extractor do?: Efficiently parsing and converting large CMS machine-readable price transparency files into usable parquet format. It is catalogued under Other dev tools on PulseGate.
Who should use cms-mrf-extractor?: cms-mrf-extractor is an open-source project built for developers.
Does cms-mrf-extractor have a free plan?: Yes — cms-mrf-extractor is open source under the MIT license and free to use.
What platforms does cms-mrf-extractor run on?: cms-mrf-extractor runs on the command line.
Is cms-mrf-extractor still active?: The GitHub repository shows 3 commits in the last 90 days.
What are alternatives to cms-mrf-extractor?: Similar projects tracked by PulseGate include funkuino, cnpj-val, and xpdp1l4lhc980s.funkuino cnpj-val xpdp1l4lhc980s
Who makes cms-mrf-extractor?: cms-mrf-extractor is developed by abshah17.
How long has cms-mrf-extractor been around?: cms-mrf-extractor first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 4 Aug 2026
Built for: developers
Model: Open source
Solves: Efficiently parsing and converting large CMS machine-readable price transparency files into usable parquet format.

Registered as

GitHub: abshah17/json_parser
PyPI: cms-mrf-extractor

Developer

abshah17

Small team

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 4 Aug 2026
Commits 90d: 3
Contributors: 2
Authorship: Small team
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 4 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 4 Aug 2026

Identity audit (13)

Slug: cms-mrf-extractor-pypi-org
Lifecycle state recorded: 4 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 4 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 4 Aug 2026
Canonical URL: https://pypi.org/project/cms-mrf-extractor

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