Memory Engine MCP

Overview

Memory Engine MCP is a Model Context Protocol server that provides local-first graph memory for AI assistants. It combines SQLite storage with semantic search capabilities, allowing any MCP-compatible AI to call its tools directly during conversations and agent runs. The model decides when and how to use memory functions to enhance context and recall.

The server runs locally via Docker using the image ghcr.io/simoneb79/memory-engine-mcp:1.5.3, communicating over stdio with no authentication required. Version v1.5.3 is available under the MIT license, with source code at SimoneB79/memory-engine-mcp on GitHub.

Memory Engine MCP is categorized under Memory on mcp.site and works with MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, and Zed. If you maintain this server, claim your listing to verify ownership and keep information current.

Installation

// claude_desktop_config.json
{
  "mcpServers": {
    "memory_engine_mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
      ]
    }
  }
}