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Server Details

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

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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

B3.4/5.0

Scored across 10 tools

Disambiguation4/5

Most tools have a clear, distinct target: schema (dataset_columns), attribution (dataset_provenance), aggregates (dataset_stats), ranking (dataset_top), and the enquiry lifecycle (describe/fields/submit). The closest overlap is between dataset_row (exact match), dataset_search (substring), and dataset_compare (multi-value membership), which an agent could plausibly misselect, though the descriptions do draw the line. dataset_top vs dataset_stats also brush against each other for min/max questions.

Naming Consistency3/5

Six tools share a clean dataset_<noun> prefix and two use enquiry_<noun>, but submit_enquiry breaks the pattern into verb_noun with the verb first, so the enquiry group is not internally consistent. The overall set mixes a resource-prefix scheme with an action-first scheme. It remains readable, but it is not a single predictable convention.

Tool Count5/5

Ten tools is well-scoped: six read operations over one dataset plus three enquiry tools plus a submit path. Each tool covers a distinct query shape (schema, filter, search, compare, stats, top, provenance) that would be tedious to replicate with a generic query tool. Nothing feels padded or missing at the count level.

Completeness4/5

The read surface is strong: schema discovery, exact/substring/multi-value filtering, statistics, ranking, and provenance/attribution all have dedicated tools. The enquiry flow is also complete end-to-end, including a consent/confirmation two-step. Minor gaps: no group-by/distinct-value aggregation, and no way to retrieve or cancel a previously submitted enquiry.

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 Med Spa Cost Checker dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideCInspect

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

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

dataset_searchSearch the datasetBInspect

Rows of the Med Spa 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 Med Spa 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 Med Spa 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 Med Spa Cost Checker: it starts an enquiry with human providers who quote 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 Med Spa 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 human providers (two steps; not a purchase)AInspect

Submits an enquiry to Med Spa 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 any provider sees it. Consent means the person has read and agreed to: "By sending this you agree the Med Spa Cost Checker team reads your enquiry and replies by email. We do not pass it to anyone else."

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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