Open Source · Observability
kelvins/awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
Our verdict
We have not reviewed kelvins/awesome-mlops yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About kelvins/awesome-mlops
A curated GitHub repository listing MLOps tools organized by category. It helps developers discover and compare open-source and commercial tools for machine learning operations, including observability, orchestration, and deployment.
Best for
Developers and ML teams evaluating or building their MLOps toolchain and seeking a curated starting point
Use cases
- Identifying observability and monitoring tools for ML pipelines
- Comparing MLOps solutions across categories like feature stores, model serving, and data versioning
- Exploring community-vetted tool recommendations with GitHub stars and descriptions
Notes
5,160 stars on GitHub. Last updated 2026-04-29.
Pros
- Comprehensive overview of the MLOps landscape with 5,160+ stars indicating community trust
- Categorized structure makes it easy to find tools for specific needs like observability or experiment tracking
- Maintained by the community, providing up-to-date entries for widely used tools
Cons
- Not a tool itself; it's a static list with no interactive features or built-in functionality
- Entries may become outdated if maintainers don't update regularly
- No quality guarantees or depth; each tool is just a link and brief description
Key facts
What we have checked
- GitHub stars
- 5,281
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How kelvins/awesome-mlops is growing
5,160 to 5,281
Alternatives
Alternatives to kelvins/awesome-mlops
| Record | Type | How we know | Checked |
|---|---|---|---|
| Awesome Production Machine LearningThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare kelvins/awesome-mlops side by side
Sources
Where this comes from
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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