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Knowledge Graph Memory

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

Client Configuration

— Connect Knowledge Graph Memory to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "knowledge-graph-memory-2": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-knowledge-graph-memory-2"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Enables Claude to remember information about users across chats by utilizing a local knowledge graph.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Knowledge Graph Memory

It uses entities, relations, and observations to store user information. Entities represent users, organizations, or events. Relations define connections between entities. Observations store facts about entities. An API provides CRUD operations and search functionality.

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