MCP MeasureMCP Measure

índice observado

AI Pricing Hub

Source-backed AI model pricing, rankings, history, and benchmark data.

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Calidad y seguridad

A
Calidad de la descripción
84%
Integridad del esquema
90%
Calidad de los nombres
89%
Riesgo de envenenamiento
100%
Coincidencia de permisos
100%
Cumplimiento del protocolo
100%

Hallazgos (4)

  • LOWTool 'compare_models' description lacks action verben compare_models
  • LOWTool 'calculate_cost' description lacks action verben calculate_cost
  • LOWTool 'pricing_history' description lacks action verben pricing_history
  • LOWTool 'latest_changes' description lacks action verben latest_changes

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~1,224Tokens (definiciones de herramientas)
~1.1 KBTamaño de respuesta típico
Impacto moderado en la atención (0.96% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

{
  "mcpServers": {
    "aipricinghub": {
      "url": "https://aipricinghub.com/mcp/rpc"
    }
  }
}

Puntos de conexión remotos

https://aipricinghub.com/mcp/rpcstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (11)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢search_models(query, provider, workload, max_combined_price, min_context_tokens, ...)

Search the pricing catalog with provider, workload, context, and price filters.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "query": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "query"
    },
    "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"
    },
    "limit": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "limit"
    },
    "cursor": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "cursor"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢compare_models(model_ids)

Compare pricing, context, and sourced benchmarks for model IDs.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "model_ids": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "model ids"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢calculate_cost(model_id, input_tokens, output_tokens, cached_input_tokens, requests)

Estimate cost from model pricing and token volumes.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "model_id": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "model id"
    },
    "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"
    },
    "requests": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "requests"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢find_cheapest(provider, workload, limit, cursor)

Find cheapest models by combined listed input plus output token price.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "provider": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "provider"
    },
    "workload": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "workload"
    },
    "limit": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "limit"
    },
    "cursor": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "cursor"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢find_best_value(provider, benchmark_id, limit, cursor)

Rank models by available benchmark signal per listed token price.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "provider": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "provider"
    },
    "benchmark_id": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "benchmark id"
    },
    "limit": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "limit"
    },
    "cursor": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "cursor"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢provider_summary(provider)

Summarize model count, prices, benchmarks, and changes for a provider.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "provider": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "provider"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢pricing_history(model_id)

Return historical pricing snapshots for a model ID.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "model_id": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "model id"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢benchmark_lookup(model_id, provider, benchmark_id, limit, cursor)

Find sourced benchmark rows by model, provider, or benchmark ID.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "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"
    },
    "limit": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "limit"
    },
    "cursor": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "cursor"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢latest_changes(provider, type, limit, cursor)

Return recent model launches, removals, and pricing changes.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "provider": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "provider"
    },
    "type": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "type"
    },
    "limit": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "limit"
    },
    "cursor": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "cursor"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢search_news(query, language, source, limit, cursor)

Search AI Pricing Hub news items.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "query": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "query"
    },
    "language": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "language"
    },
    "source": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "source"
    },
    "limit": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "limit"
    },
    "cursor": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "cursor"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}
🟢recommend_model(workload, provider, budget, min_context_tokens, limit)

Recommend models for a workload using price, context, and benchmark evidence.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "workload": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "workload"
    },
    "provider": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "provider"
    },
    "budget": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "budget"
    },
    "min_context_tokens": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "min context tokens"
    },
    "limit": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "limit"
    }
  },
  "additionalProperties": false
}

Esquema de salida

{
  "type": "object"
}

Comunidad

Califica este servidor

Evidencia

Observaciones recientes

verificadoversión no registrada11 herramientas
verificadoversión no registrada11 herramientas
verificadoversión no registrada11 herramientas