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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
An ansible-native testing framework for collections, playbooks, and roles with configurable workflows for testing any system or service
| Date | Stars |
|---|---|
| 2026-07-24 | 4129 |
| 2026-07-25 | 4129 |
| 2026-07-28 | 4129 |
| 2026-07-30 | 4129 |
| 2026-08-06 | 4129 |
Today
— stars today
This week
— stars this week
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— stars this month
Momentum
15.0
growth rate 0.00%/day
# About Ansible Molecule [](https://pypi.org/project/molecule/) [](https://docs.ansible.com/projects/molecule/) [](https://github.com/ansible-community/molecule/actions) [](https://github.com/python/black) [](https://docs.ansible.com/projects/ansible/latest/community/code_of_conduct.html) [](https://forum.ansible.com/tag/molecule) [](LICENSE) Molecule is an Ansible testing framework designed for developing and testing [Ansible](https://ansible.com) collections, playbooks, and roles. Molecule leverages standard Ansible features including inventory, playbooks, and collections to provide flexible testing workflows. Test scenarios can target any system or service reachable from Ansible, from containers and virtual machines to cloud infrastructure, hyperscaler services, APIs, databases, and network devices. Molecule can also validate inventory configurations and dynamic inventory sources. Molecule encourages an approach that results in consistently developed Ansible content that is well-written, easily understood and maintained. Molecule supports only the latest two major versions of Ansible (N/N-1). Once installed, the command line can be called using any of the methods below: ```bash molecule ... python3 -m molecule ... # python module calling method ``` ## Documentation Read the documentation and more at <https://docs.ansible.com/projects/molecule//>. ## Get Involved See the [Talk to us](https://docs.ansible.com/projects/molecule//contributing/#talk-to-us) section of the documentation to ask questions, find help, and join the conversation. For complete details, see the [Ansible communication guide](https://docs.ansible.com/projects/ansible/devel/community/communication.html). If you want to get moving fast and make a quick patch: ```bash git clone https://github.com/ansible-community/molecule && cd molecule python3 -m venv .venv && source .venv/bin/activate python3 -m pip install -U setuptools pip tox ``` And you're ready to make your changes! ## Authors Molecule project was created by [Retr0h](https://github.com/retr0h) and it is now community-maintained as part of the [Ansible](https://ansible.com) by Red Hat project. ## License The [MIT](https://github.com/ansible-community/molecule/blob/main/LICENSE) License. The logo is licensed under the [Creative Commons NoDerivatives 4.0 License](https://creativecommons.org/licenses/by-nd/4.0/). If you have some other use in mind, contact us.
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נυαη נυαηѕση · United States
885
Sorin Sbarnea · Red Hat @ansible · United Kingdom
546
175
105
🇺🇦 Sviatoslav Sydorenko (Святослав Сидоренко) · @Ansible Core Engineering Team @ @RedHatOfficial · maintainer @ @pypa / gh-action-pypi-publish & @CherryPy & @jazzband / pip-tools & @aio-libs · Python triager @ @python · Ukraine
103
102
80
72
Kate Case · @RedHatOfficial
49
40
21
21
Wilmar den Ouden · @guidalabs
21
Jack
18
Alvaro Aleman · @basetenlabs · Canada
17
John Barker · @RedHatOfficial · United Kingdom
17
16
Ajinkya Udgirkar · RedHat @ansible · India
14
14
Greg Hellings · Compass, Inc. · United States
13
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:dab6ca82c1dadc43, topic:testing