Model Price Watch
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| search_modelsA | Search the live LLM pricing database by model name, provider, or id. Returns matching models with current input/output prices (USD per 1M tokens), context window, modality, and category. Use this to answer 'how much does cost' or 'what models does offer'. |
| get_model_pricingA | Get full pricing and capability details for one model by its id (from search_models). Returns input/output/cached price per 1M tokens, blended cost, context window, modality, release date, and the modelpricewatch.com page URL. |
| cheapest_modelsA | Find the cheapest current models, ranked by input price, output price, or a blended cost. The generic ranking covers generative text models (embeddings, OCR and realtime models are excluded — they price different work); pass category to rank a specific pool instead, e.g. 'embedding'. Use to answer 'what is the cheapest model for '. |
| list_providersA | List all tracked AI model providers (OpenAI, Anthropic, Google, etc.) with a short description and their pricing page. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 4 tools
Each tool targets a distinct operation: price ranking (cheapest_models), detailed single-model lookup (get_model_pricing), provider listing (list_providers), and search by name/provider/id (search_models). The only potential overlap—search_models and cheapest_models both return price info—is resolved by the clear ranking vs. lookup distinction.
Three of four names follow a verb_noun pattern (get_model_pricing, list_providers, search_models), while cheapest_models uses an adjective_noun form. This is a minor deviation; all names are snake_case and easily readable.
Four tools cover the core read-only operations for an LLM pricing database without redundancy or bloat. The count is well-scoped for the narrow domain.
The surface covers search, single-model detail, provider listing, and cheapest ranking. Minor gaps include no direct model comparison or standalone capability filtering, though category filtering exists in cheapest_models.