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

MLC LLM vs ollama

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

MLC LLM

Universal LLM Deployment Engine with ML Compilation

Best matched with other inference tools.

22.6K
Stars
+36
Weekly
62/100
Health
ollama

Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Best matched with other inference tools.

182.2K
Stars
+450
Weekly
88/100
Health

Quick Take

Adoption

ollama has the larger GitHub footprint with 182.2K stars.

Momentum

ollama is currently growing faster at +450 stars this week.

Maintenance

ollama has the stronger automated maintenance signal at 88/100. 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.

SignalMLC LLMollama
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars22.6K182.2K
Weekly growth+36+450
Health scoreHealthy62/100Strong88/100
Contributors164600
Commits per week3.624.5
Open issues3103.2K
LanguagePythonGo
LicenseApache-2.0MIT
Last commit2026-05-11 22:52 UTC2026-10-04 05:57 UTC
Last releaseN/Av0.23.2

Weekly AI open-source movers

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