{
 "name": "whatcanirunai",
 "title": "What Can I Run AI?",
 "description": "LLM hardware fit data: which open models run on which GPU or Mac, memory needs, tokens/sec, cheapest hardware.",
 "version": "1.0.0",
 "transport": {
  "type": "streamable-http",
  "url": "https://whatcanirunai.vercel.app/mcp"
 },
 "endpoint": "https://whatcanirunai.vercel.app/mcp",
 "authentication": {
  "type": "none"
 },
 "tools": [
  {
   "name": "fit",
   "description": "Check whether an open LLM fits on a GPU/Mac: memory needed, verdict (fits/tight/no) and estimated tokens/sec. Use ids from list_models/list_hardware."
  },
  {
   "name": "what_runs",
   "description": "List every tracked open model with verdicts at Q4/Q8/FP16 for one device."
  },
  {
   "name": "recommend_hardware",
   "description": "Cheapest devices (list price) that can run a model, with optional budget (USD) and min tokens/sec."
  },
  {
   "name": "list_models",
   "description": "All tracked open models with ids, parameter counts and Q4/Q8/FP16 memory needs."
  },
  {
   "name": "list_hardware",
   "description": "All tracked GPUs, Macs and mini PCs with ids, usable memory, bandwidth and list price."
  }
 ],
 "documentation": "https://whatcanirunai.vercel.app/developers/"
}