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

CrewAI vs claude-mem

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

CrewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Best matched with other agent tools.

51.2K
Stars
+504
Weekly
88/100
Health
claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

Best matched with other agent tools.

95.8K
Stars
+13.4K
Weekly
95/100
Health

Quick Take

Adoption

claude-mem has the larger GitHub footprint with 95.8K stars.

Momentum

claude-mem is currently growing faster at +13.4K stars this week.

Maintenance

claude-mem has the stronger automated maintenance signal at 95/100. 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.

SignalCrewAIclaude-mem
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars51.2K95.8K
Weekly growth+504+13.4K
Health scoreStrong88/100Strong95/100
Contributors298122
Commits per week32.830.1
Open issues288354
LanguagePythonJavaScript
LicenseMITApache-2.0
Last commit2026-05-11 21:00 UTC2026-10-04 09:15 UTC
Last release1.14.4v13.11.0

Weekly AI open-source movers

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