io.github.YonasValentin/mcp-memory-graph MCP Server

Name: io.github.YonasValentin/mcp-memory-graph MCP Server
Author: io.github.YonasValentin

io.github.YonasValentin/mcp-memory-graph

Repository Registry

What is the io.github.YonasValentin/mcp-memory-graph MCP server?

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

How to install io.github.YonasValentin/mcp-memory-graph

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

MCP_MEMORY_DB_PATH
SQLite database file location (default ~/.mcp-memory/memory.db)
MCP_MEMORY_MODEL
HuggingFace embedding model name (default Xenova/all-MiniLM-L6-v2)

Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-memory-graph": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory-graph"
      ],
      "env": {
        "MCP_MEMORY_DB_PATH": "<YOUR_MCP_MEMORY_DB_PATH>",
        "MCP_MEMORY_MODEL": "<YOUR_MCP_MEMORY_MODEL>"
      }
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "mcp-memory-graph": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory-graph"
      ],
      "env": {
        "MCP_MEMORY_DB_PATH": "<YOUR_MCP_MEMORY_DB_PATH>",
        "MCP_MEMORY_MODEL": "<YOUR_MCP_MEMORY_MODEL>"
      }
    }
  }
}

Windsurf

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "mcp-memory-graph": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory-graph"
      ],
      "env": {
        "MCP_MEMORY_DB_PATH": "<YOUR_MCP_MEMORY_DB_PATH>",
        "MCP_MEMORY_MODEL": "<YOUR_MCP_MEMORY_MODEL>"
      }
    }
  }
}

VS Code

.vscode/mcp.json

{
  "servers": {
    "mcp-memory-graph": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory-graph"
      ],
      "env": {
        "MCP_MEMORY_DB_PATH": "<YOUR_MCP_MEMORY_DB_PATH>",
        "MCP_MEMORY_MODEL": "<YOUR_MCP_MEMORY_MODEL>"
      }
    }
  }
}

Claude Code

claude mcp add mcp-memory-graph --env MCP_MEMORY_DB_PATH=<YOUR_MCP_MEMORY_DB_PATH> --env MCP_MEMORY_MODEL=<YOUR_MCP_MEMORY_MODEL> -- npx -y mcp-memory-graph