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Server Details

Tickmarko: 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

A3.9/5.0

Scored across 7 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: schema inspection, row retrieval, search, comparison, top values, statistics, and provenance. The descriptions make the differences explicit, so an agent can confidently select the right tool.

Naming Consistency5/5

All tools follow a consistent 'dataset_' prefix with a descriptive noun or verb, such as dataset_columns, dataset_search, dataset_stats. The naming pattern is uniform and predictable.

Tool Count5/5

With 7 tools for exploring a single dataset, the scope is well-balanced. Each tool addresses a specific need without redundancy or bloat, fitting the server's purpose.

Completeness5/5

The tool surface covers schema discovery, exact lookup, substring search, value comparison, top/bottom extraction, statistical summaries, and provenance—everything needed for read-only dataset exploration. No obvious gaps exist.

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 Tickmarko dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideAInspect

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

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

dataset_searchSearch the datasetAInspect

Rows of the Tickmarko 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 Tickmarko 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 Tickmarko 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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