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Server Details

Historia Pojazdu VIN: 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

A3.7/5.0

Scored across 10 tools

Disambiguation4/5

Most tools have clearly distinct purposes: columns/provenance describe metadata, stats aggregates, top ranks rows, and the enquiry trio separates description, schema, and submission. However dataset_row (exact equality), dataset_compare (any-of-values), and dataset_search (substring) overlap, since a single-value compare is effectively a row lookup and search can approximate both. Descriptions differentiate them reasonably well, so confusion is limited.

Naming Consistency4/5

Names are consistently snake_case and grouped by prefix: dataset_* for data access and enquiry_*/submit_enquiry for the enquiry flow. The only deviation is submit_enquiry, which uses a verb prefix while its siblings (enquiry_describe, enquiry_fields) use a noun-prefix pattern, and several dataset_* names are noun-style rather than verb_noun. Still predictable and readable overall.

Tool Count5/5

Ten tools is well-scoped for a dataset-QA plus enquiry-submission server, with no redundant or filler entries. Each tool earns its place: distinct query modes, metadata readers, and a clean three-step enquiry workflow.

Completeness4/5

The read surface covers schema, provenance, exact/contains/compare lookup, aggregate stats, and top-N ranking, plus a full describe-fields-submit enquiry lifecycle with consent handling. Minor gaps exist, such as no grouped aggregation or explicit pagination beyond the 50-row search cap, but agents can work around them.

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 Historia Pojazdu VIN dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideBInspect

The rows of the Historia Pojazdu VIN 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 Historia Pojazdu VIN 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 Historia Pojazdu VIN dataset where a column equals a value exactly (case-insensitive).

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

dataset_searchSearch the datasetAInspect

Rows of the Historia Pojazdu VIN 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 Historia Pojazdu VIN 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 Historia Pojazdu VIN 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 Historia Pojazdu VIN: 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 Historia Pojazdu VIN 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 Historia Pojazdu VIN — 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: "Wysyłając formularz zgadzasz się, że Historia Pojazdu VIN odpowie e-mailem na Twoje pytanie i nie przekaże danych nikomu innemu."

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

Tool Schema Changelog

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