KitScout

Categories › Web & Browser › Web search engines & search APIs

AI Rate Card

MCP serverVerified domain · airatecard.comRemote● LiveFree to try

Daily-checked AI model API prices from 120+ providers: search, compare, cheapest, cost estimates.

Install

Remote server: your requests and data go to airatecard.com. Claude Code: claude mcp add --transport http ai-rate-card https://airatecard.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • search_offers — Search current AI model offers (one model at one provider = one offer) by words, model type and limits; priced offers first, doubtful prices
  • get_model_prices — Every seller's current price of one model (an id, or a name to search for), cheapest input first.
  • cheapest_offers — The cheapest current offers (rows: one model at one provider) of one model type, by input price. For the cheapest MODELS of a job (one row p
  • compare_models — 2 to 5 models side by side: the best current offer of each and, for up to 4, every field compared (lowest and median input/output price, con
  • estimate_cost — The cost of a workload (input, output and cached input tokens, number of requests) at every current provider of one model, cheapest first, i
  • media_cost — The cost of an images / video / voice job at every model that sells it by its own unit, the cheapest offer of each model, cheapest first, US
  • budget_fit — What a monthly budget buys: for budget USD a month and a typical request (input and output tokens), how many requests a month and a day each
  • rag_cost — What a RAG / document-search set-up costs in embeddings and reranking: pages of documents and tokens per page embedded once, the percent cha
  • agent_cost — What a coding / tool-using agent costs a month on each model: tasks a day, model calls per task, context tokens per call, answer and reasoni
  • subscription_vs_api — Is a chat subscription (e.g. Claude Pro) cheaper than the same use through the API? Messages a day and tokens per message priced at the chea
  • cache_batch_savings — What prompt caching and batch / flex save on one model: monthly input and output tokens priced at every listed seller plain, with the given
  • models_by_class — Base models by class S/A/B/C/D in one direction (S best; today: reasoning), best score first: class (null = one source, score only), score 0
  • get_card — One card with its citation. card_id is '<kind>:<key>': offer:<provider>|<model id as the provider writes it> (e.g. offer:anthropic|claude-op
  • validate_provider_files — For a provider (seller) joining the catalog: check a models.yaml before putting it online - the same check as the wizard and POST /v1/provid
  • cheapest_for_workload — The cheapest offers for a whole monthly workload, ranked by monthly cost in USD: give a preset (a typical job; see list_workload_presets) an
  • list_workload_presets — The ready-made workloads of cheapest_for_workload: name, what job it is, tokens a month, context needed, model type.
  • list_articles — AI Rate Card's articles on AI model prices (the cheapest models by task, price moves, costs), newest first, with their links - to quote or p
  • cheapest_models_by_task — The n cheapest MODELS for a job (task): each model counted once at its own lowest current price (input tokens by default). One row per model
  • most_expensive_models_by_task — The n most expensive MODELS for a job (task): each model counted once at its own lowest current price, highest first - the top of the market
  • median_price_by_task — The typical (median) current price of a job (task) across models, and the n models closest to it - what a normal price for this job is. Same

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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