Official MCP RegistryListed
AgentKernel AI model data
Live prices, rankings, licences and privacy of AI models: best model per task, costs, alternatives.
First seen 14 Oct 2026. Evidence as of 14 Oct 2026.
6
Tools
From an anonymous probe
1
Source listings
Each with its own history
1
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| best_for_task | Ranks AI models for one task by performance only (price shown, never used for the rank). Tasks cover text, coding, agents, websites/UI/games/data viz, image generation and editing, video from text or image, video editing, text to speech, transcription, music and embeddings. | Read-only |
| cheaper_alternative | For a model you use today, finds a cheaper model at most five performance-index points lower for the same usage. | Read-only |
| estimate_cost | Monthly API cost at base rates for up to five models and a token volume, with the volume translated into words and pages. | Read-only |
| find_models | Searches and filters the catalog of language models by name, provider, licence and privacy, sorted by performance, coding, agentic index, price or context. | Read-only |
| get_model | Price, context window, performance/coding/agentic index with rank, licence, privacy, cost for a usage volume and cheaper or open alternatives for one language model. | Read-only |
| recommend_models | Returns the best-fitting language models for a use case and monthly API budget using the published AgentKernel Fit Score (performance, cost, context, features), with optional privacy and licence requirements. | Read-only |
Change history
- Listed (registry)
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | si.agentkernel/models | 14 Oct 2026 | 14 Oct 2026 | 1 |