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Outsourced IT 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

B3.4/5.0

Scored across 10 tools

Disambiguation4/5

Most tools are cleanly separated: schema introspection (dataset_columns, dataset_provenance), retrieval (dataset_row, dataset_search, dataset_top, dataset_compare), and the enquiry flow (describe/fields/submit). The only mild overlap is among dataset_row, dataset_compare, and dataset_search, which all filter rows, but the descriptions distinguish exact-match, ordered multi-value IN, and substring semantics. enquiry_describe vs enquiry_fields is also close but one is purpose/consent, the other schema.

Naming Consistency3/5

Two clear prefixes (dataset_, enquiry_) plus one verb-first outlier (submit_enquiry) give a readable but mixed convention. Word order is inconsistent: dataset_columns and enquiry_fields are noun-qualified, dataset_search and dataset_top imply actions, and submit_enquiry is verb_noun. It's understandable and mostly groupable, but not a predictable single pattern.

Tool Count5/5

Ten tools is a well-scoped set: six read tools covering the dataset surface, and four covering the enquiry workflow (explain, schema, and a two-phase submit). No tool looks redundant or decorative for the stated purpose.

Completeness4/5

The read surface is thorough for a single dataset: schema, provenance, exact lookup, text search, statistics, ranking, and comparison, plus a complete guarded two-step enquiry submission with consent. Minor gaps remain: no full row dump or distinct-value enumeration, no grouped aggregation, and no way to check an enquiry's status after submission.

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 Outsourced IT Quotes dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideCInspect

The rows of the Outsourced IT 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 Outsourced IT Quotes dataset. Read this to attribute a figure correctly.

Inputs: no named parameters.

dataset_rowLook a row up by an exact keyCInspect

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

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

dataset_searchSearch the datasetBInspect

Rows of the Outsourced IT Quotes 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 Outsourced IT 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 Outsourced IT 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 Outsourced IT Quotes: it starts an enquiry with Outsourced IT Quotes, 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 Outsourced IT 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 Outsourced IT Quotes (two steps; not a purchase)AInspect

Submits an enquiry to Outsourced IT 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 the Outsourced IT Quotes team sees it. Consent means the person has read and agreed to: "By sending this you agree the Outsourced IT 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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