How are trending GitHub repositories ranked on GitHubRepo?

Repositories are ranked using an algorithmic velocity score combining 24-hour and 7-day star growth snapshots, fork acceleration, open issue resolution, and developer engagement telemetry.

How frequently are trending open source repositories updated?

Telemetry snapshots and rankings are recalculated continuously, with new daily leaderboards and video spotlight reels published on a strict 4-hour cycle.

How can developers promote their open source project?

Maintainers can claim their repository growth kit, embed live SVG star history badges in their README, or apply for spotlight video reels across YouTube, Instagram, Threads, and X.

Home / Topics / ml-ops

Topic Catalog

Top ML-OPS GitHub Repositories & Tools (2026)

Discover the most starred and trending open source tools tagged with #ml-ops.

SPONSORED BY

Kishan Kanani

Design & product building

Interviewly

Job search tools for developers

+ Advertise here

Your product in front of developers

+ Promote project

Get a video reel for your repo

2 matching projects · updated Sep 29, 2026 How we rank ↗

#1 TRENDING PrefectHQ/prefect Python 2018

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

◇ automation ◇ data ◇ data-engineering ◇ data-ops

2.5K ↑ +5 today

23.9K

#2 TRENDING laminlabs/lamindb Python 2022

Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. 🍊YC S22

◇ comp-bio-ops ◇ context-engineering ◇ data-lakehouse ◇ data-lineage

69 ↑ +1 today

368

From our network

Top ML-OPS GitHub Repositories & Tools (2026)

Built something? Put it in front of millions of developers.