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Memory Engine

Verified Integration
Author: @qq1009128320-dotcom•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Git#AI#GitHub#Node.js#Docker#PostgreSQL

Client Configuration

— Connect Memory Engine to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "memory-engine-1": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-memory-engine-1"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Equip AI agents with persistent, multi-layered memory to enhance learning and decision-making across conversations.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Memory Engine

Memory Engine provides AI agents with persistent, multi-layered memory (Memory Tree, Preferences, Error Memory, Knowledge Graph). This enhances learning, improves decision-making, and prevents agents from repeating mistakes across conversations.

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