Developer Tools / AI Dev Tools

M8M

Local AI memory observability and security tool for inspecting, auditing, and rolling back what agents remember about you.

Clear27/30
Useful25/30
Specific17/20
Complete17/20
M8M screenshot

Why it was accepted

The page clearly describes a real AI-focused developer tool with a specific problem: monitoring agent memory, spotting memory poisoning, and tracking provenance. The README shows concrete functionality, install paths, quick-start commands, CLI features, and multiple usage modes including an MCP server, dashboard, watcher, and local SQLite storage. That is enough evidence for a strong public listing.

Weakness

The snapshot is README-heavy, so it is still hard to judge project maturity, release status, and how polished the dashboard or integrations are from the page alone.

Review status

29 days ago #603 ↑ +2

Last evaluated 29 days ago. Current rank #603. Up 2 spots in the rankings.

Score history

86

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