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インデックス観測済み

AI Pricing Hub

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

使うべきか

品質と安全性

A
説明の品質
84%
スキーマの完全性
90%
命名の品質
89%
ポイズニングのリスク
100%
権限の一致
100%
プロトコルへの準拠
100%

検出事項（4）

  • LOWTool 'compare_models' description lacks action verbcompare_models 内
  • LOWTool 'calculate_cost' description lacks action verbcalculate_cost 内
  • LOWTool 'pricing_history' description lacks action verbpricing_history 内
  • LOWTool 'latest_changes' description lacks action verblatest_changes 内

ツール定義とプロトコルへの準拠に関する自動分析に基づいています。

コンテキストコスト

~1,224トークン数（ツール定義）
~1.1 KB一般的なレスポンスサイズ
注意への影響は中程度（128k コンテキストの 0.96%）

これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。

インストール

ワンクリックインストール

これを `claude_desktop_config.json` ファイルに追加してください:

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

リモートエンドポイント

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

できること

ツール一覧

ツール（11）

🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢search_models(query, provider, workload, max_combined_price, min_context_tokens, ...)

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

入力スキーマ

{
  "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
}

出力スキーマ

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

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

入力スキーマ

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

出力スキーマ

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

Estimate cost from model pricing and token volumes.

入力スキーマ

{
  "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
}

出力スキーマ

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

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

入力スキーマ

{
  "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
}

出力スキーマ

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

Rank models by available benchmark signal per listed token price.

入力スキーマ

{
  "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
}

出力スキーマ

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

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

入力スキーマ

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

出力スキーマ

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

Return historical pricing snapshots for a model ID.

入力スキーマ

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

出力スキーマ

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

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

入力スキーマ

{
  "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
}

出力スキーマ

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

Return recent model launches, removals, and pricing changes.

入力スキーマ

{
  "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
}

出力スキーマ

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

Search AI Pricing Hub news items.

入力スキーマ

{
  "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
}

出力スキーマ

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

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

入力スキーマ

{
  "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
}

出力スキーマ

{
  "type": "object"
}

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