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Server Details

Partnro: 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

Disambiguation4/5

Most tools are clearly distinct (schema, provenance, stats, search, top), but dataset_row and dataset_compare overlap: both filter by exact column values, differing mainly in single vs. multi-value matching. The descriptions mitigate this, but an agent could still select the wrong one.

Naming Consistency5/5

All tools share the consistent 'dataset_' prefix with simple, lowercase snake_case descriptors. The mix of nouns and verbs (columns, compare, top) is minor and does not hurt predictability.

Tool Count5/5

With 7 tools, the set is well-scoped for interacting with a single dataset: schema, provenance, filtering/search, stats, and top/lowest queries. Each tool earns its place and the count feels neither bloated nor thin.

Completeness4/5

The surface covers the key operations one would expect for a read-only dataset server: structure, metadata, exact/substring/multi-value lookup, numeric stats, and ordering. Minor gaps exist (e.g., no grouped statistics or multi-column filtering), but these are edge cases rather than blockers.

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 Partnro dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideAInspect

The rows of the Partnro 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 Partnro dataset. Read this to attribute a figure correctly.

Inputs: no named parameters.

dataset_rowLook a row up by an exact keyCInspect

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

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

dataset_searchSearch the datasetAInspect

Rows of the Partnro 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 Partnro dataset (grouping commas and currency are handled; non-numeric rows are excluded and counted).

Inputs: column (required).

dataset_topRank rows by a numeric columnBInspect

The highest (or lowest) rows of the Partnro 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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