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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.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Open Multi Agent vs claude-mem

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

Open Multi Agent

TypeScript AI agent orchestration framework with dynamic workflows. Describe the goal, not the graph: a coordinator plans the task DAG at runtime and runs it on any LLM (Claude, ChatGPT, Gemini, DeepSeek, or local models).

Best matched with other agent tools.

6.8K
Stars
+718
Weekly
87/100
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.

SignalOpen Multi Agentclaude-mem
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars6.8K95.8K
Weekly growth+718+13.4K
Health scoreStrong87/100Strong95/100
Contributors54122
Commits per week21.230.1
Open issues13354
LanguageTypeScriptJavaScript
LicenseMITApache-2.0
Last commit2026-08-22 13:22 UTC2026-10-04 09:15 UTC
Last releasev1.16.1v13.11.0

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