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Server Details

Extinvo: 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

A4.1/5.0

Scored across 7 tools

Disambiguation4/5

The tools are mostly distinct: columns, provenance, stats, and top each have a single clear role, while dataset_row, dataset_search, and dataset_compare all return rows but differ by exact match, substring containment, and ordered value comparison. The descriptions explain these differences clearly, so misselection is unlikely but still possible.

Naming Consistency5/5

Every tool follows the same dataset_<operation> pattern with a clear noun or verb suffix. The naming is predictable and the row-returning tools use distinct names (row, search, compare) that match their behavior.

Tool Count5/5

Seven tools is well-scoped for exploring a single dataset. Each tool covers a meaningful operation and none feel redundant or superfluous.

Completeness5/5

The set provides schema, provenance, exact lookup, free-text search, compare, stats, and top/bottom ranking, which covers the main ways an agent would query this dataset. No obvious dead-end or missing core operation is apparent.

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 Extinvo dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideAInspect

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

Inputs: no named parameters.

dataset_rowLook a row up by an exact keyAInspect

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

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

dataset_searchSearch the datasetAInspect

Rows of the Extinvo 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 Extinvo 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 Extinvo 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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