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RentRollDesk: 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

Disambiguation5/5

Each tool targets a distinct query type: schema, provenance, exact match, substring search, multi-value comparison, numeric stats, and top/bottom ranking. The purposes are clearly separated and descriptions make the boundaries unambiguous.

Naming Consistency4/5

All tools share the consistent 'dataset_' prefix, which is good. However, the suffix mixes nouns (columns, provenance, row, stats, top) with verbs (compare, search), so the pattern is not fully uniform. Still readable and predictable.

Tool Count5/5

Seven tools is well within the ideal range for a focused dataset querying server. Each tool covers a specific need without redundancy, and the count feels appropriate for the scope.

Completeness5/5

The set covers the essential read-only operations for a dataset: metadata, lookup, search, comparison, aggregation, and ranking. No critical gaps are apparent for the intended purpose of answering questions about RentRollDesk.

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 RentRollDesk dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideCInspect

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

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

dataset_statsSummary statistics for a numeric columnAInspect

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

Inputs: column (required).

dataset_topRank rows by a numeric columnCInspect

The highest (or lowest) rows of the RentRollDesk 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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