TrueMemory

Name: TrueMemory
Availability: InStock
Author: buildingjoshbetter

by buildingjoshbetter

Neuroscience-inspired long-term memory system for AI agents with local SQLite storage.

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Works in:CursorCodexGemini CLI

Exposes:Tools

View on GitHub Docs

What it does

TrueMemory provides a persistent, long-horizon memory system that allows AI agents to remember facts, preferences, and decisions across different sessions. It uses a multi-layer retrieval pipeline to ensure high-accuracy recall on commodity hardware, keeping all data locally in a single SQLite file.

Tools

truememory_add: Store a new memory or update an existing one.
truememory_search: Search memories using a 6-layer retrieval pipeline.
truememory_search_deep: Perform a multi-round agentic search for higher accuracy.
truememory_configure: Switch between Edge, Base, and Pro tiers.
truememory_stats: Get memory system statistics.

Installation

{
  "mcpServers": {
    "truememory": {
      "command": "truememory-mcp"
    }
  }
}

Supported hosts

Confirmed for Claude Desktop, Claude Code, Codex CLI, Cursor, and Gemini CLI.

Quick install

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

Information

Pricing: free
Published: 5/20/2026
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Related Apps

Choose your AI client and follow the steps below.

Codex

Add to AGENTS.md or mcp config.

Cursor

Add `truememory-mcp` to MCP settings in Cursor.

Gemini CLI

Add to settings.json mcpServers.

Claude Desktop

{
  "mcpServers": {
    "truememory": {
      "command": "truememory-mcp"
    }
  }
}