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AI Pricing Hub

io.github.gishh/aipricinghub
Datos y analítica Búsqueda e investigación Público y accesible MCP 2026-07-28

Qué hace este MCP

Searches and analyzes sourced AI model pricing, benchmarks, provider data, pricing history, and recent market changes.

Capacidades

Herramientas

11 herramientas
benchmark_lookup
Benchmark lookup
Find sourced benchmark rows by model, provider, or benchmark ID.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'limit': {'type': ['string', 'number', 'array'], 'description': 'limit'}, 'cursor': {'type': ['string', 'number', 'array'], 'description': 'cursor'}, 'model_id': {'type': ['string', 'number', 'array'], 'description': 'model id'}, 'provider': {'type': ['string', 'number', 'array'], 'description': 'provider'}, 'benchmark_id': {'type': ['string', 'number', 'array'], 'description': 'benchmark id'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
calculate_cost
Calculate cost
Estimate cost from model pricing and token volumes.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'model_id': {'type': ['string', 'number', 'array'], 'description': 'model id'}, 'requests': {'type': ['string', 'number', 'array'], 'description': 'requests'}, 'input_tokens': {'type': ['string', 'number', 'array'], 'description': 'input tokens'}, 'output_tokens': {'type': ['string', 'number', 'array'], 'description': 'output tokens'}, 'cached_input_tokens': {'type': ['string', 'number', 'array'], 'description': 'cached input tokens'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
compare_models
Compare models
Compare pricing, context, and sourced benchmarks for model IDs.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'model_ids': {'type': ['string', 'number', 'array'], 'description': 'model ids'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
find_best_value
Find best value
Rank models by available benchmark signal per listed token price.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'limit': {'type': ['string', 'number', 'array'], 'description': 'limit'}, 'cursor': {'type': ['string', 'number', 'array'], 'description': 'cursor'}, 'provider': {'type': ['string', 'number', 'array'], 'description': 'provider'}, 'benchmark_id': {'type': ['string', 'number', 'array'], 'description': 'benchmark id'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
find_cheapest
Find cheapest
Find cheapest models by combined listed input plus output token price.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'limit': {'type': ['string', 'number', 'array'], 'description': 'limit'}, 'cursor': {'type': ['string', 'number', 'array'], 'description': 'cursor'}, 'provider': {'type': ['string', 'number', 'array'], 'description': 'provider'}, 'workload': {'type': ['string', 'number', 'array'], 'description': 'workload'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
latest_changes
Latest changes
Return recent model launches, removals, and pricing changes.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'type': {'type': ['string', 'number', 'array'], 'description': 'type'}, 'limit': {'type': ['string', 'number', 'array'], 'description': 'limit'}, 'cursor': {'type': ['string', 'number', 'array'], 'description': 'cursor'}, 'provider': {'type': ['string', 'number', 'array'], 'description': 'provider'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
pricing_history
Pricing history
Return historical pricing snapshots for a model ID.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'model_id': {'type': ['string', 'number', 'array'], 'description': 'model id'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
provider_summary
Provider summary
Summarize model count, prices, benchmarks, and changes for a provider.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'provider': {'type': ['string', 'number', 'array'], 'description': 'provider'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
recommend_model
Recommend model
Recommend models for a workload using price, context, and benchmark evidence.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'limit': {'type': ['string', 'number', 'array'], 'description': 'limit'}, 'budget': {'type': ['string', 'number', 'array'], 'description': 'budget'}, 'provider': {'type': ['string', 'number', 'array'], 'description': 'provider'}, 'workload': {'type': ['string', 'number', 'array'], 'description': 'workload'}, 'min_context_tokens': {'type': ['string', 'number', 'array'], 'description': 'min context tokens'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
search_models
Search models
Search the pricing catalog with provider, workload, context, and price filters.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'limit': {'type': ['string', 'number', 'array'], 'description': 'limit'}, 'query': {'type': ['string', 'number', 'array'], 'description': 'query'}, 'cursor': {'type': ['string', 'number', 'array'], 'description': 'cursor'}, 'provider': {'type': ['string', 'number', 'array'], 'description': 'provider'}, 'workload': {'type': ['string', 'number', 'array'], 'description': 'workload'}, 'max_combined_price': {'type': ['string', 'number', 'array'], 'description': 'max combined price'}, 'min_context_tokens': {'type': ['string', 'number', 'array'], 'description': 'min context tokens'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
search_news
Search news
Search AI Pricing Hub news items.
Solo lectura
Esquema de entrada 
{'type': 'object', 'properties': {'limit': {'type': ['string', 'number', 'array'], 'description': 'limit'}, 'query': {'type': ['string', 'number', 'array'], 'description': 'query'}, 'cursor': {'type': ['string', 'number', 'array'], 'description': 'cursor'}, 'source': {'type': ['string', 'number', 'array'], 'description': 'source'}, 'language': {'type': ['string', 'number', 'array'], 'description': 'language'}}, 'additionalProperties': False}
Esquema de salida 
{'type': 'object'}
Historial

Cambios recientes en herramientas

Añadido
recommend_model
17 de September de 2026 a las 12:42
Añadido
search_news
17 de September de 2026 a las 12:42
Añadido
latest_changes
17 de September de 2026 a las 12:42
Añadido
benchmark_lookup
17 de September de 2026 a las 12:42
Añadido
pricing_history
17 de September de 2026 a las 12:42
Añadido
provider_summary
17 de September de 2026 a las 12:42
Añadido
find_best_value
17 de September de 2026 a las 12:42
Añadido
find_cheapest
17 de September de 2026 a las 12:42
Añadido
calculate_cost
17 de September de 2026 a las 12:42
Añadido
compare_models
17 de September de 2026 a las 12:42
Añadido
search_models
17 de September de 2026 a las 12:42
Descubrir

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