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

Freetoken vs ollama

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

Freetoken

FreeToken brings datacenter-scale model serving to your desktop. Run massive models locally, fast and efficiently.

Best matched with other inference tools.

11.9K
Stars
+1.6K
Weekly
69/100
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

Freetoken is currently growing faster at +1.6K 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.

SignalFreetokenollama
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars11.9K182.2K
Weekly growth+1.6K+450
Health scoreHealthy69/100Strong88/100
Contributors5600
Commits per week4.324.5
Open issues3013.2K
LanguagePythonGo
LicenseApache-2.0MIT
Last commit2026-09-04 06:52 UTC2026-10-04 05:57 UTC
Last releasev0.1.2v0.23.2

Weekly AI open-source movers

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