TrueMemory

Overview

TrueMemory is a sophisticated memory system that enables AI agents to remember long-horizon data across sessions. It uses a neuroscience-inspired 6-layer retrieval pipeline with an encoding gate that filters noise from signals before storage. The system runs entirely locally on a single SQLite file, ensuring privacy and portability. It integrates with multiple AI assistants including Claude Code, Cursor, and Gemini CLI through lifecycle hooks that automatically capture conversations.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• add

  Store a memory in the system

  Try:Remember that I prefer dark modeTry:Store my allergy information
• search

  Search memories using the 6-layer pipeline with reranking

  Try:What are Alex's preferences?Try:Find information about my career
• search_deep

  Perform multi-round agentic search for higher accuracy

  Try:Deep search for what we know about my careerTry:Complex multi-hop questions about my memories
• search_vectors

  Pure vector cosine similarity search without full pipeline

  Try:Find memories similar to this conceptTry:Vector-based search for related topics
• get

  Retrieve a specific memory by its ID

  Try:Get memory with ID 123Try:Show me the memory about my preference
• get_all

  Retrieve all memories with pagination support

  Try:List all my memoriesTry:Show me the first 20 memories
• update

  Update the content of a specific memory

  Try:Update memory 123 with new informationTry:Change my preference to light mode
• delete

  Delete a specific memory by ID

  Try:Delete memory 123Try:Remove the memory about my allergy
• delete_all

  Delete all memories for a specific user

  Try:Delete all my memoriesTry:Clear everything in my memory store
• stats

  Get memory system statistics

  Try:Show memory statisticsTry:How many memories do I have stored?

Comparable tools

Installation

# Mac/Linux
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh

# Windows (PowerShell)
irm https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.ps1 | iex

pip install truememory

{
  "mcpServers": {
    "truememory": {
      "command": "uv",
      "args": ["run", "truememory", "serve"]
    }
  }
}

FAQ

What makes TrueMemory different from other memory systems?

TrueMemory uses a neuroscience-inspired 6-layer retrieval pipeline with an encoding gate that filters noise before storage. It achieves state-of-the-art results on memory benchmarks while running entirely locally on SQLite.

Does TrueMemory work offline?

Yes, the Edge and Base tiers run completely offline with no API keys required. The Pro tier requires an LLM API key for query expansion but still processes data locally.

Compare TrueMemory with