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AutoGPTvsmarm-memory

Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.

AutoGPTmarm-memory
Score85/10053/100
Rank in category#6 of 209 in AI Agents#26 of 120 in AI Assistant
GitHub stars187 805424
Stars, last 30 days+289—
Stable releases, 12 months010
Latest release—v2.60.1 · 12 Oct 2026
SetupAdvancedModerate
Official Docker imageYesYes
LicenseOtherApache-2.0
Main languagePythonPython

Which one should you pick?

AutoGPT scores 85/100 against 53/100 for marm-memory, so it is the safer default.

marm-memory ships more often: 10 stable releases in the past year, against 0 for AutoGPT.

If you want the quickest setup, marm-memory is easier to run; AutoGPT needs more configuration.

AutoGPT is growing faster right now (+289 stars in 30 days).

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