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Contractor Lead Quotes: 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

A3.6/5.0

Scored across 10 tools

Disambiguation4/5

The read tools are separated by clear retrieval semantics: dataset_row (exact match), dataset_search (substring, capped), dataset_compare (X vs Y across value sets), dataset_top (extremes) and dataset_stats (aggregates) are each distinguishable from their descriptions. The only residual overlap is between dataset_stats' max/min and dataset_top, and between dataset_search and dataset_row for short queries, but the wording steers selection correctly. The enquiry trio (describe → fields → submit) is cleanly staged.

Naming Consistency4/5

All names are snake_case with a domain prefix, giving a predictable pattern across the seven dataset_* tools and the enquiry tools. The minor deviation is submit_enquiry, which inverts the prefix convention to verb_noun instead of enquiry_submit, and the dataset_* suffix mixes nouns (columns, provenance, row, stats, top) with verbs (compare, search). Still readable and consistent overall.

Tool Count5/5

Ten tools is well-scoped for a read-only dataset Q&A surface plus a single transactional write path. Each tool earns its place: schema, provenance, and four distinct retrieval shapes on the read side, and a three-step consent-safe enquiry flow on the write side. Nothing looks like filler or a near-duplicate.

Completeness4/5

The surface covers schema discovery, attribution, exact/substring/value-set retrieval, extremes and numeric aggregates, and the enquiry lifecycle from explanation through validated two-step submission. The main gap is compound filtering (no rows where column A = x AND column B = y, and no numeric range filter), so multi-criteria questions must be approximated via search or by post-filtering returned rows. No list-all/pagination fallback exists either, but the 50-row search cap and top-N cover most practical needs.

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 Contractor Lead Quotes dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideCInspect

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

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

dataset_searchSearch the datasetBInspect

Rows of the Contractor Lead Quotes dataset whose cells contain the query (case-insensitive), up to 50.

Inputs: query (required), limit.

dataset_statsSummary statistics for a numeric columnBInspect

count, min, max, mean, median and sum of a numeric column of the Contractor Lead Quotes 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 Contractor Lead Quotes 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 Contractor Lead Quotes: 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 Contractor Lead Quotes 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 Contractor Lead Quotes: 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 Contractor Lead Quotes 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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