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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

Sandbase Harness vs deepseek-harness

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

Sandbase Harness

Open-source CMA-compatible agent runtime for any model, with MCP tools, sandboxed sessions, audit, replay, and a local console. Includes a native DeepSeek Harness bundle over stdio MCP.

Best matched with other agent tools.

608
Stars
0
Weekly
50/100
Health
deepseek-harness

DeepSeek Harness: Everything is a Plugin.

Best matched with other agent tools.

243.1K
Stars
+50.8K
Weekly
82/100
Health

Quick Take

Adoption

deepseek-harness has the larger GitHub footprint with 243.1K stars.

Momentum

deepseek-harness is currently growing faster at +50.8K stars this week.

Maintenance

deepseek-harness has the stronger automated maintenance signal at 82/100. 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.

SignalSandbase Harnessdeepseek-harness
Evidence statusNeeds recheck· 2026-08-31 11:03 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars608243.1K
Weekly growth0+50.8K
Health scoreWatch50/100Strong82/100
Contributors238
Commits per week11.21011.3
Open issues20
LanguageTypeScriptTypeScript
LicenseApache-2.0MIT
Last commit2026-08-17 04:18 UTC2026-10-03 06:02 UTC
Last releasev0.3.2N/A

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