Octopoda-OS

Item: Octopoda-OS
Rating: 48
Author: M8ven

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

→ RyjoxTechnologies/Octopoda-OS · listed on github_topic

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/ryjoxtechnologies-octopoda-os-h07w8d)](https://m8ven.ai/mcp/ryjoxtechnologies-octopoda-os-h07w8d)

commit: 01c680ef2c577b66542ca912420fa6d0e865e6cc

code hash: 43d3f98fe371b8e336ccb1c906c282723498355db13468fc73c280c24c8fef4e

verified: 6/14/2026, 10:33:31 AM

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