AgentIndex icon
AgentIndex
TrueMemory logo
TrueMemory
★ 382
vs
Octopoda-OS logo
Octopoda-OS
★ 486

TrueMemory vs Octopoda-OS

TrueMemory: TrueMemory is a neuroscience-inspired persistent memory system for AI agents. It achieves state-of-the-art scores on LoCoMo, LongMemEval, and BEAM benchmarks while running entirely offline on a single SQLite file. The six-layer retrieval pipeline with an encoding gate filters noise and stores only meaningful information.; Octopoda-OS: Octopoda is an open-source memory OS for AI agents that provides persistent memory, loop detection, audit trails, and real-time observability out of the box. It works automatically when you create an agent, and supports both local (SQLite) and cloud (PostgreSQL) storage. It integrates with popular frameworks like LangChain, CrewAI, AutoGen, and OpenAI Agents SDK, and offers an MCP server for Claude/Cursor.

01

TL;DR

TrueMemory logo
TrueMemoryRAG / Knowledge Base · ★ 382

Personal AI assistant that remembers user preferences and history across conversations.

Read TrueMemory full review →
Octopoda-OS logo
Octopoda-OSRAG / Knowledge Base · ★ 486

Building AI assistants with long-term memory

Read Octopoda-OS full review →
02

Side-by-Side Comparison

Field
TrueMemory logoTrueMemory
Octopoda-OS logoOctopoda-OS
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 382
★ 486
License
AGPL-3.0
NOASSERTION
Install Command
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh
pip install octopoda
Updated
1w ago
3mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, ai, ai-agents
agent-framework, ai-agents, ai-memory
03

Features

TrueMemory logoTrueMemory
01Remembers everything across sessions – facts, preferences, decisions, corrections.
02State-of-the-art benchmark scores: 93.0% on LoCoMo, 92.0% on LongMemEval, 76.6% on BEAM-1M.
03Runs locally on a single SQLite file – zero cloud, zero API keys for Edge and Base tiers.
04Neuroscience-inspired architecture with six retrieval layers and an encoding gate.
05Works with Claude Code and Claude Desktop via pre-built lifecycle hooks.
Octopoda-OS logoOctopoda-OS
01Persistent memory surviving restarts and crashes
02Loop detection to prevent repetitive patterns
03Full audit trail of decisions and actions
04Crash recovery with snapshots and restore
05Health scoring for memory quality and agent performance
04

Use Cases

TrueMemory logoTrueMemory
↳Personal AI assistant that remembers user preferences and history across conversations.
↳Developer tool that maintains context across long coding sessions.
↳Research and simulation where agents need long-horizon memory.
Octopoda-OS logoOctopoda-OS
↳Building AI assistants with long-term memory
↳Monitoring and debugging agent behavior with audit trails
↳Collaborative multi-agent systems with shared memory
FAQ

FAQ

What is the difference between TrueMemory and Octopoda-OS?
Both TrueMemory and Octopoda-OS are in the RAG / Knowledge Base category. TrueMemory has 382 stars, while Octopoda-OS has 486 stars.
Which is better, TrueMemory or Octopoda-OS?
The best choice depends on your use case. Choose TrueMemory if Personal AI assistant that remembers user preferences and history across conversations., and Octopoda-OS if Building AI assistants with long-term memory.
Is TrueMemory free or open source?
Yes, TrueMemory is open source on GitHub (AGPL-3.0).
Is Octopoda-OS free or open source?
Yes, Octopoda-OS is open source on GitHub (NOASSERTION).
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Related

Alternatives to TrueMemory →Alternatives to Octopoda-OS →TrueMemory details →Octopoda-OS details →