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Mcp Memory Graph

MCP server · by YonasValentin

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

Install

Run one of the commands below, then add the client config underneath.

npm
npx -y mcp-memory-graph

Client configuration

Paste into Claude Desktop, Cursor (mcp.json), VS Code or any MCP client, then restart the client.

mcpServers
{
  "mcpServers": {
    "mcp-memory-graph-2": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory-graph"
      ]
    }
  }
}

About this server

Mcp Memory Graph is listed in the Knowledge & Memory category of the MCPNav directory. It is distributed as npm and can be loaded by any client that speaks the Model Context Protocol.

Typical uses include giving your assistant scoped access to the corresponding service so it can answer questions and take actions with real data instead of guessing. Always review what a server can access before you enable it — see our MCP security guide.

Frequently asked questions

What is the Mcp Memory Graph MCP server?

Mcp Memory Graph is an MCP server by YonasValentin. Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

How do I install Mcp Memory Graph?

Install it with: npx -y mcp-memory-graph. Then add the JSON config to your client's MCP settings and restart the client.

Is Mcp Memory Graph free to use?

The MCP server itself is free to install. The source is public on https://github.com/YonasValentin/mcp-memory-graph. Any third-party API it calls (such as a search or maps API) may require its own key and billing.

Which clients support Mcp Memory Graph?

Any MCP-compatible client can use it, including Claude Desktop, Cursor, VS Code, Windsurf and custom agents.