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Server Details

The Water Hub: 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 10 tools

Disambiguation4/5

The seven dataset_* tools each map to a fairly distinct retrieval mode: schema, exact row match, substring search, comparison, stats, ranking, and provenance. There is mild overlap between dataset_row (exact equals), dataset_search (contains), and dataset_compare (multi-value), which an agent could occasionally misuse, but the descriptions clarify intent.

Naming Consistency4/5

Seven tools share the clean dataset_ prefix, and the enquiry side uses enquiry_describe and enquiry_fields. The outlier is submit_enquiry, whose verb_noun ordering breaks from the noun-first enquiry_* pattern, a minor inconsistency.

Tool Count5/5

Ten tools is well within a healthy range for a small dataset plus a transactional enquiry workflow. Each tool earns its place with no redundancy or padding.

Completeness4/5

The dataset side covers schema, provenance, search, exact lookup, comparison, stats, and ranking, which is thorough for a read-only reference. The enquiry side covers describe, fields, and submit, though there is no enquiry status or provider-listing tool for follow-up.

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 The Water Hub dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideAInspect

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

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

dataset_searchSearch the datasetAInspect

Rows of the The Water Hub 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 The Water Hub 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 The Water Hub 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 The Water Hub: 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 The Water Hub 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 The Water Hub — 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: "Send my contact details to up to three water treatment companies, chosen by The Water Hub, who'll contact me directly. I'll be emailed each firm's name as my details go to it, and can stop any more firms getting them."

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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