{"serverId":"mcp-registry/ai.llmhosting/pricing","tools":[{"name":"get_model_prices","fixed":{"name":"get_model_prices","description":"All provider prices for one LLM model: input/output/cache price per 1M tokens and context window per provider, cheapest first.","inputSchema":{"type":"object","required":["model"],"properties":{"model":{"type":"string","description":"model slug or name, e.g. \"deepseek-v4-flash\""}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":91,"tokensAfter":91},{"name":"list_gpus","fixed":{"name":"list_gpus","description":"Every GPU with live rental pricing: cheapest $/hr, provider, tier, and VRAM.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":45,"tokensAfter":45},{"name":"search_models","fixed":{"name":"search_models","description":"Search LLM models by name. Returns matching models with provider count and the cheapest input/output price per 1M tokens.","inputSchema":{"type":"object","required":["query"],"properties":{"query":{"type":"string","description":"model name or fragment, e.g. \"deepseek\" or \"llama 70b\""}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":92,"tokensAfter":92}],"toolsChanged":3,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}