AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
  1. Home
  2. /Open-source Tools
  3. /Flyte

Flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

GitHub ↗Website ↗Apache-2.0๐Ÿค– Agent

At a glance

Is this tool relevant to you?

What it does

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

May suit

People who want an AI system to plan or carry out multi-step tasks.

Before you try it

The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Basic listingยท 2026-10-04 09:18 UTC

This record comes from the wider automated directory. It has not yet passed the stronger catalog verification checks.

Source
Automated project sync
Checked
2026-10-04 09:18 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Strong81/100

Strong automated signals across recent activity, community, and project upkeep.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology โ†’
โญ
7.2K
Stars
๐Ÿด
870
Forks
๐Ÿ‘ฅ
338
Contributors
๐Ÿ’š
Strong81/100
Health Score

Star History

01.8K3.6K5.4K7.2K2026/5/122026/8/17

Health Score Breakdown

Star Momentum
75
Commit Frequency
100
Issue Health
40
Contributors
100
Release Cadence
50
Documentation
100
Community Signal
100

Project Info

Language
Go
License
Apache-2.0
Last Commit
2026-08-15 00:07 UTC
Last Release
v2.0.42 (2026-08-15 00:05 UTC)
Open Issues
164
Bus Factor
10
Commits/Week
24.8
Avg Issue Close
23.0 days
agenticai-agentsai-development-toolsdata-analysisdata-sciencedeclarativefine-tuningflytegolanggrpchacktoberfestkubernetesllmmachine-learningmlopsorchestration-engineproductionpythonscaleworkflow

Project Badge

Embed a live health badge in a README or docs page.

Flyte AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/flyte?metric=health&style=shield)](https://ai-tools-scout.com/projects/flyte)

Related tools to compare with Flyte

Suggested automatically from the same category and shared topics, then ordered by current maintenance and adoption signals.

Flyte vs Deer FlowStrong90/100
77.6K stars+10.7K weekly
Basic listing
Flyte vs langchainStrong84/100
147.4K stars+599 weekly
Verified snapshot
Flyte vs browser-useStrong84/100
117.1K stars+12.7K weekly
Verified snapshot
Flyte vs crawl4aiHealthy66/100
84.7K stars0 weekly
Verified snapshot
Flyte vs hermes-agentStrong95/100
251.1K stars+74.1K weekly
Verified snapshot

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.