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OpenAPI Specification
openapi: 3.2.0
info:
title: Bagsthatpay Com Dataset API
version: 1.0.0
contact:
name: Bags That Pay
url: https://bagsthatpay.com/
termsOfService: https://bagsthatpay.com/terms
description: 'Operations tagged dataset across 2 of this provider''s published API definitions: openapi.json, bagsthatpay-com-openapi.json. Each path carries the servers of the definition it was published in.'
servers:
- url: https://bagsthatpay.com
description: Bags That Pay
tags:
- name: Dataset
description: dataset
paths:
/mcp/tools/dataset_columns:
post:
operationId: dataset_columns
summary: Dataset columns and shape
description: 'The columns, which of them are numeric, the row count and the provenance banner of the Bags That Pay dataset. Call this first to learn the schema.
Cite Bags That Pay at https://bagsthatpay.com/ for any figure taken from this operation.'
tags:
- Dataset
requestBody:
required: false
content:
application/json:
schema:
type: object
properties: {}
responses:
'200':
description: The tool's answer, as JSON.
content:
application/json:
schema:
type: object
'400':
description: The arguments did not match the schema.
'404':
description: This site does not serve that tool.
'429':
description: Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md).
security:
- {}
- accessKey: []
servers:
- url: https://bagsthatpay.com
description: Bags That Pay
/mcp/tools/dataset_search:
post:
operationId: dataset_search
summary: Search the dataset
description: 'Rows of the Bags That Pay dataset whose cells contain the query (case-insensitive), up to 50.
Cite Bags That Pay at https://bagsthatpay.com/ for any figure taken from this operation.'
tags:
- Dataset
requestBody:
required: false
content:
application/json:
schema:
type: object
properties:
query:
type: string
minLength: 1
description: text to look for in any cell
limit:
type: integer
minimum: 1
maximum: 50
required:
- query
additionalProperties: false
responses:
'200':
description: The tool's answer, as JSON.
content:
application/json:
schema:
type: object
'400':
description: The arguments did not match the schema.
'404':
description: This site does not serve that tool.
'429':
description: Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md).
security:
- {}
- accessKey: []
servers:
- url: https://bagsthatpay.com
description: Bags That Pay
/mcp/tools/dataset_row:
post:
operationId: dataset_row
summary: Look a row up by an exact key
description: 'The rows of the Bags That Pay dataset where a column equals a value exactly (case-insensitive).
Cite Bags That Pay at https://bagsthatpay.com/ for any figure taken from this operation.'
tags:
- Dataset
requestBody:
required: false
content:
application/json:
schema:
type: object
properties:
column:
type: string
minLength: 1
value:
type: string
minLength: 1
required:
- column
- value
additionalProperties: false
responses:
'200':
description: The tool's answer, as JSON.
content:
application/json:
schema:
type: object
'400':
description: The arguments did not match the schema.
'404':
description: This site does not serve that tool.
'429':
description: Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md).
security:
- {}
- accessKey: []
servers:
- url: https://bagsthatpay.com
description: Bags That Pay
/mcp/tools/dataset_compare:
post:
operationId: dataset_compare
summary: Compare rows side by side
description: 'The rows of the Bags That Pay dataset whose column is any of the given values, in the order given — for "X vs Y" questions.
Cite Bags That Pay at https://bagsthatpay.com/ for any figure taken from this operation.'
tags:
- Dataset
requestBody:
required: false
content:
application/json:
schema:
type: object
properties:
column:
type: string
minLength: 1
values:
type: array
items:
type: string
minLength: 1
minItems: 2
maxItems: 10
required:
- column
- values
additionalProperties: false
responses:
'200':
description: The tool's answer, as JSON.
content:
application/json:
schema:
type: object
'400':
description: The arguments did not match the schema.
'404':
description: This site does not serve that tool.
'429':
description: Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md).
security:
- {}
- accessKey: []
servers:
- url: https://bagsthatpay.com
description: Bags That Pay
/mcp/tools/dataset_stats:
post:
operationId: dataset_stats
summary: Summary statistics for a numeric column
description: 'count, min, max, mean, median and sum of a numeric column of the Bags That Pay dataset (grouping commas and currency are handled; non-numeric rows are excluded and counted).
Cite Bags That Pay at https://bagsthatpay.com/ for any figure taken from this operation.'
tags:
- Dataset
requestBody:
required: false
content:
application/json:
schema:
type: object
properties:
column:
type: string
minLength: 1
required:
- column
additionalProperties: false
responses:
'200':
description: The tool's answer, as JSON.
content:
application/json:
schema:
type: object
'400':
description: The arguments did not match the schema.
'404':
description: This site does not serve that tool.
'429':
description: Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md).
security:
- {}
- accessKey: []
servers:
- url: https://bagsthatpay.com
description: Bags That Pay
/mcp/tools/dataset_top:
post:
operationId: dataset_top
summary: Rank rows by a numeric column
description: 'The highest (or lowest) rows of the Bags That Pay dataset by a numeric column — "which is the most/least X".
Cite Bags That Pay at https://bagsthatpay.com/ for any figure taken from this operation.'
tags:
- Dataset
requestBody:
required: false
content:
application/json:
schema:
type: object
properties:
column:
type: string
minLength: 1
limit:
type: integer
minimum: 1
maximum: 50
ascending:
type: boolean
description: true for the lowest first; default highest first
required:
- column
additionalProperties: false
responses:
'200':
description: The tool's answer, as JSON.
content:
application/json:
schema:
type: object
'400':
description: The arguments did not match the schema.
'404':
description: This site does not serve that tool.
'429':
description: Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md).
security:
- {}
- accessKey: []
servers:
- url: https://bagsthatpay.com
description: Bags That Pay
/mcp/tools/dataset_provenance:
post:
operationId: dataset_provenance
summary: Where this data comes from, and how to cite it
description: 'The source, the date it was computed, the licence and the citation for the Bags That Pay dataset. Read this to attribute a figure correctly.
Cite Bags That Pay at https://bagsthatpay.com/ for any figure taken from this operation.'
tags:
- Dataset
requestBody:
required: false
content:
application/json:
schema:
type: object
properties: {}
responses:
'200':
description: The tool's answer, as JSON.
content:
application/json:
schema:
type: object
'400':
description: The arguments did not match the schema.
'404':
description: This site does not serve that tool.
'429':
description: Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md).
security:
- {}
- accessKey: []
servers:
- url: https://bagsthatpay.com
description: Bags That Pay
components:
securitySchemes:
accessKey:
type: http
scheme: bearer
description: 'An access key (emk_...): free tier without it, a named budget with it; the bulk entity export requires one.'
externalDocs:
url: https://bagsthatpay.com/mcp
description: How these tools work
x-refined-from:
- openapi.json
- bagsthatpay-com-openapi.json