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Graph Memory

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

Client Configuration

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

System Overview

Manages a persistent, indexed knowledge graph, enabling AI agents to store, retrieve, and organize information through entities, relationships, and observations.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Graph Memory

AI agents interact through a set of dedicated tools. These include functions like `memory_create_entities`, `memory_create_relations`, `memory_add_observations`, and `memory_search_nodes` to build, query, and manage the knowledge graph elements effectively.

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