---
title: "Octopoda OS"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/octopoda-os/"
jsonUrl: "https://toolvitals.com/api/agent/tools/octopoda-os"
indexable: true
---

# Octopoda OS

Memory operating system for AI agents with persistent memory and semantic search.

## Decision context

- Status: critical
- ToolVitals score: 33/100
- Health score: 39/100
- Shipping score: 23/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 90/100
- Last evidence check: 2026-09-15

## Classification

- Use case: AI Agent Tools (ai-agent-tools)
- Category: Developer Tools (developer-tools)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: MIT
- Tags: memory, semantic-search, agents, knowledge-management, open-source, agent-framework, ai-agents, ai-memory, autogen, crash-recovery, crewai, developer-tools, knowledge-graph, langchain, llm-agents, loop-detection

## Public repository signals

- Repository: [RyjoxTechnologies/Octopoda-OS](https://github.com/RyjoxTechnologies/Octopoda-OS)
- Stars: 491 (adoption context only)
- Forks: 65
- Open issues: 12
- Last commit date: 2026-07-16
- Releases in 90 days: 0

## Source receipts

- [Official website](https://octopodas.com/) — checked 2026-09-15
- [Source repository](https://github.com/RyjoxTechnologies/Octopoda-OS) — checked 2026-09-15

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.