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Procedure Cost Checker: the site's own MCP server — dataset, enquiry (enquiry = a human handoff,...

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Status
Healthy
Uptime
95.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.6/5.0

Scored across 10 tools

Disambiguation4/5

The seven dataset_ tools are each framed around a distinct access pattern (schema, exact-match, substring search, multi-value comparison, aggregates, ranking, provenance) and the descriptions explicitly signal those differences. The weakest boundary is dataset_row vs dataset_compare, since a multi-value exact lookup is close to repeated single-value lookups, but the 'in the order given, for X vs Y questions' phrasing makes the intent recoverable.

Naming Consistency4/5

All names are snake_case with a stable resource prefix (dataset_* for reads, enquiry_*/submit_* for the write flow), which makes the two functional clusters obvious. The only deviation is that dataset_ mixes noun-style suffixes (columns, row, stats, top, provenance) with verb-style ones (search, compare), though the pattern remains readable throughout.

Tool Count5/5

Ten tools is squarely in the well-scoped range: seven read primitives covering the realistic query shapes over one table, plus three tools for the single write workflow. Nothing appears redundant or padded, and no tool looks like a thin wrapper that could be folded into another.

Completeness4/5

The read surface covers schema discovery, lookup, search, comparison, aggregation, ranking and attribution, and the enquiry flow is covered end-to-end from explanation to field schema to a two-step consented submit. The main gap is that dataset_search caps at 50 rows with no offset/pagination or full-table export, and there is no way to enumerate distinct values in a column, both of which agents must work around by narrowing queries.

Available Tools

10 tools
dataset_columnsDataset columns and shapeAInspect

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

Inputs: no named parameters.

dataset_compareCompare rows side by sideCInspect

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

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

dataset_searchSearch the datasetBInspect

Rows of the Procedure Cost Checker 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 Procedure Cost Checker 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 Procedure Cost Checker dataset by a numeric column: "which is the most/least X".

Inputs: column (required), limit, ascending.

enquiry_describeWhat you get: an ENQUIRY with a human (not a purchase, not a guaranteed quote)AInspect

Read first. States plainly what submit_enquiry does on Procedure Cost Checker: it starts an enquiry with Procedure Cost Checker, whose team reads it and replies directly. Nothing is bought, ordered or paid; no quote is guaranteed; it is free. Also returns who receives the details, the consent wording, and how the person confirms.

Inputs: no named parameters.

enquiry_fieldsThe questions the enquiry asksAInspect

Every field of the Procedure Cost Checker enquiry: key, label, type, whether required, help text and the allowed options where there are any. Pass answers to submit_enquiry keyed by field key.

Inputs: no named parameters.

submit_enquirySubmit an ENQUIRY to Procedure Cost Checker (two steps; not a purchase)AInspect

Submits an enquiry to Procedure Cost Checker: NOT a purchase, NOT a guaranteed quote. Step 1: call with the answers (keyed by field key from enquiry_fields) and consent=true; it validates and returns a summary, the consent line and a confirmation token; show the person the summary and the consent line. Step 2: only if the person agrees, call again with the same answers, consent=true and the confirmation token; the enquiry is then submitted, and the person receives an email with a link they must click before the Procedure Cost Checker team sees it. Consent means the person has read and agreed to: "By sending this you agree the Procedure Cost Checker team reads your enquiry and replies by email. We do not pass it to anyone else."

Inputs: answers (required), consent (required), confirmation.

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