three.ws Vision MCP Server

What the code does

We read the source, 21 h ago · rules 3dff92dd89df

A value the model can set ends up inside a file or shell call. That is not a flaw by itself — for a terminal server it is the job — but it is where things go wrong when it is not.

        await fs.writeFile(out, bytes);

Things with no honest explanation: a promise that contradicts the code, code that runs at install time while hiding what it does, data leaving the machine.

        'http://metadata.google.internal/computeMetadata/v1/instance/service-accounts/default/token',

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.

        const r = await redis.eval(

                    filePath = path.join(ROOT_PUBLIC, url);

    const child = spawn(command[0], command.slice(1), { stdio: 'inherit', shell: false });

        exec(compile(job["code"], "<three-ws-blender-mcp>", "exec"), namespace)

    const drop = STANDING_HIP_HEIGHT * (root.height - 1) + root.rise;

            if (reset) { state.cursor = null; state.total = 0; grid.innerHTML = skeletons(); stateEl.hidden = true; }

    'UklGRmQBAABXQVZFZm10IBAAAAABAAEAQB8AAIA+AAACABAAZGF0YUABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA…

const TELEGRAM_API = 'https://api.telegram.org';

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 vision-mcp -- npx -y @three-ws/vision-mcp

{
  "mcpServers": {
    "vision-mcp": {
      "args": [
        "-y",
        "@three-ws/vision-mcp"
      ],
      "command": "npx"
    }
  }
}

[mcp_servers.vision-mcp]
command = "npx"
args = ["-y", "@three-ws/vision-mcp"]

{
  "mcpServers": {
    "vision-mcp": {
      "args": [
        "-y",
        "@three-ws/vision-mcp"
      ],
      "command": "npx"
    }
  }
}

{
  "mcpServers": {
    "vision-mcp": {
      "args": [
        "-y",
        "@three-ws/vision-mcp"
      ],
      "command": "npx"
    }
  }
}

This one needs environment variables set before it will start: THREE_WS_BASE (Base URL of the three.ws API that serves the vision endpoint. Override only when self-hosting or targeting a preview deployment.), THREE_WS_TIMEOUT_MS (Per-request timeout in milliseconds for the vision call (the VLM may chain across free lanes before answering).), THREE_WS_API_KEY (Optional three.ws API key (bearer token). Not required — the vision endpoint serves anonymous callers on a free per-IP rate limit. Set it to raise your rate limit to the per-user tier. Never needed to access the free model.). The author declared them in the registry entry; get the values from the project itself.