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

Academic Research Skills vs Qdrant

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

Academic Research Skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Best matched with other platform tools.

43.5K
Stars
+37.4K
Weekly
85/100
Health
Qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Best matched with other platform tools.

33.5K
Stars
+2.3K
Weekly
81/100
Health

Quick Take

Adoption

Academic Research Skills has the larger GitHub footprint with 43.5K stars.

Momentum

Academic Research Skills is currently growing faster at +37.4K stars this week.

Maintenance

Academic Research Skills has the stronger automated maintenance signal at 85/100. 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.

SignalAcademic Research SkillsQdrant
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars43.5K33.5K
Weekly growth+37.4K+2.3K
Health scoreStrong85/100Strong81/100
Contributors15173
Commits per week23.839.9
Open issues18623
LanguagePythonRust
LicenseNOASSERTIONApache-2.0
Last commit2026-08-24 04:08 UTC2026-07-22 16:29 UTC
Last releasev3.21.0v1.18.3

Weekly AI open-source movers

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