Mcp Memory Graph

Overview

Mcp Memory Graph is a Model Context Protocol server that provides local-first memory for Claude Code and any MCP client. It combines hybrid search with knowledge graph capabilities at zero token cost, letting AI assistants call its tools directly to store, retrieve, and reason over information during conversations and agent runs.

The server runs locally on your machine via the npm package mcp-memory-graph, communicating over stdio without requiring any credentials or external authentication. Version v2.10.3 is the current release, with full source code available in the YonasValentin/mcp-memory-graph repository on GitHub.

Mcp Memory Graph appears in the Memory category on mcp.site and works with all MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed and others. Maintainers are welcome to claim this listing to verify ownership, earn the Verified badge, and ensure information stays accurate.

Installation

// claude_desktop_config.json
{
  "mcpServers": {
    "mcp_memory_graph": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory-graph"
      ]
    }
  }
}