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by com.ptoroom
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Server Details

PTOroom: the site's own MCP server — dataset; every answer cites the site.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.7/5.0

Scored across 7 tools

Disambiguation3/5

Most tools are clearly separated by function, but dataset_compare and dataset_row overlap heavily since compare is essentially multi-value exact row lookup. dataset_search can also return the same rows as dataset_row when a query matches a cell exactly, though search is described as substring containment.

Naming Consistency4/5

All tools share a uniform dataset_ prefix and lowercase snake_case, but the suffixes mix nouns (columns, provenance, row, stats) and verbs (compare, search) with the odd 'top'. The convention is readable and predictable, if not a strict verb_noun pattern.

Tool Count5/5

Seven tools is a well-scoped set for interrogating a single dataset: schema, provenance, exact lookup, substring search, comparison, stats, and top/bottom queries each earn their place.

Completeness4/5

The surface covers the main read-only query needs for the PTOroom dataset, including metadata, filtering, stats, and extremes. However, there is no pagination or exhaustive listing beyond dataset_search's 50-row cap, and no grouped-aggregation or distinct-value tool, leaving minor gaps for broad exploratory questions.

Available Tools

7 tools
dataset_columnsDataset columns and shapeAInspect

The columns, which of them are numeric, the row count and the provenance banner of the PTOroom dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideBInspect

The rows of the PTOroom dataset whose column is any of the given values, in the order given — for "X vs Y" questions.

Inputs: column (required), values (required).

dataset_provenanceWhere this data comes from, and how to cite itAInspect

The source, the date it was computed, the licence and the citation for the PTOroom dataset. Read this to attribute a figure correctly.

Inputs: no named parameters.

dataset_rowLook a row up by an exact keyBInspect

The rows of the PTOroom dataset where a column equals a value exactly (case-insensitive).

Inputs: value (required), column (required).

dataset_searchSearch the datasetAInspect

Rows of the PTOroom dataset whose cells contain the query (case-insensitive), up to 50.

Inputs: query (required), limit.

dataset_statsSummary statistics for a numeric columnAInspect

count, min, max, mean, median and sum of a numeric column of the PTOroom dataset (grouping commas and currency are handled; non-numeric rows are excluded and counted).

Inputs: column (required).

dataset_topRank rows by a numeric columnAInspect

The highest (or lowest) rows of the PTOroom dataset by a numeric column — "which is the most/least X".

Inputs: column (required), limit, ascending.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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