SAME - Stateless Agent Memory Engine

io.github.sgx-labs/same

Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

View repository →Homepage →

Connect this server

Add this to your MCP client config — claude_desktop_config.json (Claude Desktop) or .cursor/mcp.json (Cursor).Suits: Claude Desktop · Cursor.

{
  "mcpServers": {
    "same": {
      "command": "npx",
      "args": [
        "-y",
        "@sgx-labs/same@0.12.1"
      ],
      "env": {
        "VAULT_PATH": "<your VAULT_PATH>"
      }
    }
  }
}
Environment variables
  • VAULT_PATHrequiredPath to your markdown notes directory

A starting point — check the repository for exact arguments and setup. Restart your client after editing the config.

Category
Databases
Version
0.12.1
Registry
active
Published
3/20/2026

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