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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

Thoth vs markitdown

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

Thoth

Thoth - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.

Best matched with other agent tools.

1.1K
Stars
0
Weekly
59/100
Health
markitdown

Python tool for converting files and office documents to Markdown.

Best matched with other agent tools.

188.3K
Stars
+45.6K
Weekly
57/100
Health

Quick Take

Adoption

markitdown has the larger GitHub footprint with 188.3K stars.

Momentum

markitdown is currently growing faster at +45.6K stars this week.

Maintenance

Thoth has the stronger automated maintenance signal at 59/100. 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.

SignalThothmarkitdown
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars1.1K188.3K
Weekly growth0+45.6K
Health scoreWatch59/100Watch57/100
Contributors482
Commits per week17.90.4
Open issues14814
LanguagePythonPython
LicenseApache-2.0MIT
Last commit2026-05-11 15:54 UTC2026-10-04 03:59 UTC
Last releasev3.21.0v0.1.6

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