Official MCP RegistryListed
AI Pricing Hub
Source-backed AI model pricing, rankings, history, and benchmark data.
First seen 2 Oct 2026. Evidence as of 7 Oct 2026.
11
Tools
From an anonymous probe
1
Source listings
Each with its own history
2
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| benchmark_lookup | Find sourced benchmark rows by model, provider, or benchmark ID. | Read-only |
| calculate_cost | Estimate cost from total input tokens, their cached subset, output tokens and request count. Optional batch_mode uses available batch rates with standard-rate fallback. | Read-only |
| compare_models | Compare pricing, context, and sourced benchmarks for model IDs. | Read-only |
| find_best_value | Rank models by available benchmark signal per listed token price. | Read-only |
| find_cheapest | Find cheapest models by combined listed input plus output token price. | Read-only |
| latest_changes | Return recent model launches, removals, and pricing changes. | Read-only |
| pricing_history | Return historical pricing snapshots for a model ID. | Read-only |
| provider_summary | Summarize model count, prices, benchmarks, and changes for a provider. | Read-only |
| recommend_model | Recommend models for a workload using price, context, and benchmark evidence. | Read-only |
| search_models | Search the pricing catalog with provider, workload, context, and price filters. | Read-only |
| search_news | Search AI Pricing Hub news items. | Read-only |
Change history
- calculate_cost: input schema changed (+batch_mode)
- calculate_cost: description changed (+"total input tokens, their cached subset, output tokens" +"request count. Optional batch_mode uses available batch rates with standard-rate fallback." -"model pricing")
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.gishh/aipricinghub | 2 Oct 2026 | 7 Oct 2026 | 1 |