cloudfinops.ru

CloudFinOps provides read-only public cloud pricing and configuration estimates for Russia through REST and MCP. It does not access user cloud accounts or provision resources. Use list_providers to discover supported provider IDs. Use search_products for SKU discovery, get_product for detailed price rules and sources, list_product_alternatives for comparable SKUs, and create_estimate for complete monthly VM/GPU costs. Do not replace a configuration estimate with the price of one CPU or GPU billing component. For AI token prices, call search_products with services=["ai"], units=["token"] and no q. Add modelIds, tokenDirections or meters for exact selection. categories=["ai"] alone also includes ML infrastructure and per-request services. Use Price.unitQuantity when comparing token packs; a token SKU does not represent a GPU rental. For exact GPU models, CPU/RAM sizes and other characteristics, use attributes filters with eq, in or inclusive range; GET /attributes lists fields per category and observed values. The search_products input schema describes their types and categories. Null never matches. Numeric SKU metadata is not a request to assemble a configuration. Use the documentation resource at https://cloudfinops.ru/llms-full.txt and the OpenAPI resource at https://cloudfinops.ru/api/v1/openapi.json for parameters and examples. Both are available through resources/read. Money is represented as decimal strings. Respect unitQuantity, unit, tiers and VAT; null is not zero. Compare only priced estimates or alternatives with priceComparable=true. Report matchedResource, differences and the 720-hour assumption. A catalog status is not live capacity confirmation. Cite CloudFinOps and the underlying product source with checkedAt; catalogVersion identifies a snapshot, not the date a provider last changed its price. For missing data, explain the gap rather than inventing a price.