Who is mustmatch for?

mustmatch is an open-source project built for developers.

Yes — mustmatch is open source under the MIT license and free to use.

What platforms does mustmatch run on?

mustmatch runs on the command line.

Is mustmatch still active?

The GitHub repository shows 83 commits in the last 90 days.

What projects are similar to mustmatch?

Similar projects tracked by PulseGate include ai-test-asset-manager, agent-budget-semantics, and agentic-testops.

Who develops mustmatch?

mustmatch is developed by GenomOncology.

How long has mustmatch been around?

mustmatch first shipped in 2026.

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mustmatch

Name: mustmatch
Author: GenomOncology

PyPIInfrastructure

mustmatch is an open-source command-line tool designed to help developers assert and verify CLI output as part of documentation testing. It streamlines the process of ensuring that documentation examples remain accurate and up-to-date by automating output checks. Ideal for developers maintaining technical documentation with embedded CLI commands.

Open SourceMITCLI

Visit PyPI

Overview

5 features

mustmatch is a Testing & QA project. It focuses on automating the verification of CLI output in documentation to ensure accuracy and consistency. It is built as an open-source project for developers. The project is open source (MIT). It ships for the command line.

GenomOncology builds and maintains mustmatch, and it first shipped in 2026. The project is developed in the open on GitHub with 83 commits in the last 90 days. Among its 5 catalogued features are CLI assertions, documentation testing, and output comparison.

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

CLI assertions
Documentation testing
Output comparison
MIT license
Command-line interface

Built with & integrations

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed8 Jul · 16:48 UTC
mustmatch verified against its public source
Source: PulseGate · Open

Frequently asked questions about mustmatch

What does mustmatch do?: Mustmatch focuses on automating the verification of CLI output in documentation to ensure accuracy and consistency. It is catalogued under Testing & QA on PulseGate.
Who is mustmatch for?: mustmatch is an open-source project built for developers.
Is mustmatch free?: Yes — mustmatch is open source under the MIT license and free to use.
What platforms does mustmatch run on?: mustmatch runs on the command line.
Is mustmatch still active?: The GitHub repository shows 83 commits in the last 90 days.
What projects are similar to mustmatch?: Similar projects tracked by PulseGate include ai-test-asset-manager, agent-budget-semantics, and agentic-testops.ai-test-asset-manager agent-budget-semantics agentic-testops
Who develops mustmatch?: mustmatch is developed by GenomOncology.
How long has mustmatch been around?: mustmatch first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 8 Jul 2026
Built for: developers
Model: Open source
Solves: Automating the verification of CLI output in documentation to ensure accuracy and consistency.

Registered as

GitHub: genomoncology/mustmatch
PyPI: mustmatch

Developer

GenomOncology

Small team

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 8 Jul 2026
Commits 90d: 83
Contributors: 2
Authorship: Small team
Default branch: main
Latest release: v0.1.0 · 8 Jul 2026

Index record

Identity confidence: Low · 64
Indexed: 8 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 8 Jul 2026

Identity audit (12)

Slug: mustmatch-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 8 Jul 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.
Canonical URL: https://pypi.org/project/mustmatch

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