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Windsurf Lantern Works GPU Prices: daily GPU rental price comparison optimize_stack

How to: Windsurf Lantern Works GPU Prices: daily GPU rental price comparison optimize_stack

client:Windsurf transport:streamable-http tool:optimize_stack

Add Lantern Works GPU Prices: daily GPU rental price comparison to Windsurf

  1. 01

    Open ~/.codeium/windsurf/mcp_config.json and merge this in. Keep any servers already there.

{
  "mcpServers": {
    "lantern-works-deals": {
      "serverUrl": "https://lantern-works-mcp.lantern-works.workers.dev/mcp?ref=mcp-registry"
    }
  }
}
  1. 02

    Save the file and restart Windsurf.

  2. 03

    Ask for something optimize_stack does. Windsurf lists the server's tools on connect and calls optimize_stack itself — you do not invoke it by name.

  3. 04

    If nothing happens, check the server is running and that Lantern Works GPU Prices: daily GPU rental price comparison's identifier in your config matches the one above exactly.

Global only — Windsurf has no per-project MCP config. Refresh Cascade after saving. Windsurf docs

Set these first

Lantern Works GPU Prices: daily GPU rental price comparison will not start until these are set, so optimize_stack never becomes available.

  • LANTERN_DEALS_FILE
  • LANTERN_GPU_PRICES_FILE

Same tool, other clients

This list was read from the server itself, by connecting to it and calling tools/list on 14 November 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.