SlashML (/ml) Persistent Agent Memory & Code Localization MCP Server

What the code does

We read the source, 19 h ago · rules 995398eba69f

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

            tracked_proc = subprocess.run(

Found in continuous integration, deployment or infrastructure files, or in a neighbouring package of the same monorepo. None of this is installed when you add the server: it describes how the project is built and released. We list it because a leaked key in a build pipeline is still a real problem, but it is not something this server does on your machine.

const res = spawnSync(process.execPath, [mcpBin, "--code-mode", ...process.argv.slice(2)], {

      for (const entry of fs.readdirSync(geminiPluginsRoot, { withFileTypes: true })) {

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

claude mcp add ml-memory -e 'SLASHML_API_KEY=<SLASHML_API_KEY>' -- npx -y @slashml/mcp

{
  "mcpServers": {
    "ml-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@slashml/mcp"
      ],
      "env": {
        "SLASHML_API_KEY": "<SLASHML_API_KEY>"
      }
    }
  }
}

[mcp_servers.ml-memory]
command = "npx"
args = ["-y", "@slashml/mcp"]
env = { SLASHML_API_KEY = "<SLASHML_API_KEY>" }

{
  "mcpServers": {
    "ml-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@slashml/mcp"
      ],
      "env": {
        "SLASHML_API_KEY": "<SLASHML_API_KEY>"
      }
    }
  }
}

{
  "servers": {
    "ml-memory": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@slashml/mcp"
      ],
      "env": {
        "SLASHML_API_KEY": "<SLASHML_API_KEY>"
      }
    }
  }
}

Put your own value in place of <SLASHML_API_KEY> (Your SlashML API key (sml_live_...) from https://app.slashml.ai). The author’s registry entry marks it as required.

Optional settings from the registry entry, left out of the block above: SLASHML_USER_ID (Optional default user or workspace namespace).