Source-backed AI model pricing, rankings, history, and benchmark data.
Listed on
- Official MCP Registry
- PulseMCPvia MCP Toplist
First seen 2 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
2
Directories
1 via MCP Toplist
11
Tools
From an anonymous probe
-
ToolBench grade
Not graded by Arcade
-
GitHub stars
No repository data
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 |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Official MCP Registry | AI Pricing Hub | - | 2 Oct 2026 |
| PulseMCP | Listed there according to MCP Toplist’s dataset; not collected by InvokeRank. | ||