{
  "version": "1.0",
  "protocolVersion": "2025-06-18",
  "serverInfo": {
    "name": "readygpu",
    "title": "readygpu: hardware for local AI",
    "version": "1.0.0"
  },
  "description": "Which graphics cards, Macs and mini PCs run which open AI models fully in memory, how fast (estimated from memory bandwidth), and what they cost today in the US, UK, Germany, India and Canada. Read-only; no account needed.",
  "websiteUrl": "https://readygpu.com",
  "transport": {
    "type": "streamable-http",
    "endpoint": "https://readygpu.com/api/mcp"
  },
  "capabilities": {
    "tools": {
      "listChanged": false
    }
  },
  "authentication": {
    "required": false
  },
  "tools": [
    {
      "name": "search_models",
      "title": "Search open models",
      "description": "Find open-weight AI models by name or task (chat, coding, agentic, vision, reasoning). Returns each model's slug, size, context length and licence; use the slug with hardware_for_model.",
      "annotations": {
        "readOnlyHint": true
      }
    },
    {
      "name": "find_hardware",
      "title": "Find graphics cards or machines",
      "description": "List graphics cards or complete machines (Macs, mini PCs) priced in a market, with memory, bandwidth, today's best price and the estimated speed on a model. Filter by maximum price and minimum memory; sort by price, speed, value or price per GB.",
      "annotations": {
        "readOnlyHint": true
      }
    },
    {
      "name": "hardware_details",
      "title": "Hardware details",
      "description": "One graphics card or machine in a market: its specifications, every current price (new and used), and which models it runs fully in memory at a context length, how fast.",
      "annotations": {
        "readOnlyHint": true
      }
    },
    {
      "name": "hardware_for_model",
      "title": "Hardware to run a model",
      "description": "For one model: how much memory it needs at each context length, the cheapest, best-value and fastest hardware that runs it fully in memory in a market, and their prices and speeds.",
      "annotations": {
        "readOnlyHint": true
      }
    },
    {
      "name": "best_hardware",
      "title": "Best hardware lists",
      "description": "The ranked 'best for local AI' lists of a market (all graphics cards, cards under a price, used cards, Macs and mini PCs): best first by the most capable model each runs fully in memory, with prices.",
      "annotations": {
        "readOnlyHint": true
      }
    },
    {
      "name": "compare_hardware",
      "title": "Compare two",
      "description": "Two graphics cards or machines side by side in a market: memory, price, how many models each runs fully in memory, and the estimated speed of each on every model.",
      "annotations": {
        "readOnlyHint": true
      }
    }
  ]
}