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.
← Back to Leaderboard

Project comparison

Local Dream vs InvokeAI

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Local Dream

Run Stable Diffusion on Android Devices with Snapdragon NPU acceleration. Also supports CPU/GPU inference.

Best matched with other image tools.

2.4K
Stars
0
Weekly
30/100
Health
InvokeAI

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

Best matched with other image tools.

27.2K
Stars
+54
Weekly
75/100
Health

Quick Take

Adoption

InvokeAI has the larger GitHub footprint with 27.2K stars.

Momentum

InvokeAI is currently growing faster at +54 stars this week.

Maintenance

InvokeAI has the stronger automated maintenance signal at 75/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalLocal DreamInvokeAI
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars2.4K27.2K
Weekly growth0+54
Health scoreCaution30/100Healthy75/100
Contributors9382
Commits per week3.912.0
Open issues72432
LanguageKotlinTypeScript
LicenseNOASSERTIONApache-2.0
Last commit2026-05-11 14:53 UTC2026-05-11 19:23 UTC
Last releasev2.5.0v6.12.0

Weekly AI open-source movers

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