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AI Pricing Hub

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io.github.gishh/aipricinghubv1.0.0

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

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benchmark_lookup Read-only

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

limitstring

limit

cursorstring

cursor

model_idstring

model id

providerstring

provider

benchmark_idstring

benchmark id

AI Pricing Hub MCP server | mcptry

Tools (11)

benchmark_lookup

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

read-only

Argument	Type	Description
limit	string \| number \| array	limit
cursor	string \| number \| array	cursor
model_id	string \| number \| array	model id
provider	string \| number \| array	provider
benchmark_id	string \| number \| array	benchmark id

Input schema (JSON)

{
  "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
}

calculate_cost

Estimate cost from total input tokens, their cached subset, output tokens and request count. Optional batch_mode uses available batch rates with standard-rate fallback.

read-only

Argument	Type	Description
model_id	string \| number \| array	model id
requests	string \| number \| array	requests
batch_mode	boolean	batch mode
input_tokens	string \| number \| array	input tokens
output_tokens	string \| number \| array	output tokens
cached_input_tokens	string \| number \| array	cached input tokens

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "model_id": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "model id"
    },
    "requests": {
      "type": [
        "string",
        "number",
        "array"
      ],
      "description": "requests"
    },
    "batch_mode": {
      "type": "boolean",
      "description": "batch mode"
    },
    "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
}

compare_models

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

read-only

Argument	Type	Description
model_ids	string \| number \| array	model ids

Input schema (JSON)

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

find_best_value

Rank models by available benchmark signal per listed token price.

read-only

Argument	Type	Description
limit	string \| number \| array	limit
cursor	string \| number \| array	cursor
provider	string \| number \| array	provider
benchmark_id	string \| number \| array	benchmark id

Input schema (JSON)

{
  "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
}

find_cheapest

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

read-only

Argument	Type	Description
limit	string \| number \| array	limit
cursor	string \| number \| array	cursor
provider	string \| number \| array	provider
workload	string \| number \| array	workload

Input schema (JSON)

{
  "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
}

latest_changes

Return recent model launches, removals, and pricing changes.

read-only

Argument	Type	Description
type	string \| number \| array	type
limit	string \| number \| array	limit
cursor	string \| number \| array	cursor
provider	string \| number \| array	provider

Input schema (JSON)

{
  "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
}

pricing_history

Return historical pricing snapshots for a model ID.

read-only

Argument	Type	Description
model_id	string \| number \| array	model id

Input schema (JSON)

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

provider_summary

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

read-only

Argument	Type	Description
provider	string \| number \| array	provider

Input schema (JSON)

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

recommend_model

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

read-only

Argument	Type	Description
limit	string \| number \| array	limit
budget	string \| number \| array	budget
provider	string \| number \| array	provider
workload	string \| number \| array	workload
min_context_tokens	string \| number \| array	min context tokens

Input schema (JSON)

{
  "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
}

search_models

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

read-only

Argument	Type	Description
limit	string \| number \| array	limit
query	string \| number \| array	query
cursor	string \| number \| array	cursor
provider	string \| number \| array	provider
workload	string \| number \| array	workload
max_combined_price	string \| number \| array	max combined price
min_context_tokens	string \| number \| array	min context tokens

Input schema (JSON)

{
  "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
}

search_news

Search AI Pricing Hub news items.

read-only

Argument	Type	Description
limit	string \| number \| array	limit
query	string \| number \| array	query
cursor	string \| number \| array	cursor
source	string \| number \| array	source
language	string \| number \| array	language

Input schema (JSON)

{
  "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
}