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Injection Molding Cost Checker: the site's own MCP server — dataset, enquiry (enquiry = a human...

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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 six dataset_* tools are separated by clear retrieval semantics: exact-match rows (dataset_row), substring search (dataset_search), multi-value comparison (dataset_compare), extremes (dataset_top), aggregates (dataset_stats), and schema/provenance. The closest overlap is dataset_row vs dataset_compare vs dataset_search, which an agent could occasionally mix up, and enquiry_describe vs enquiry_fields both describe the same form from different angles, but the descriptions disambiguate adequately.

Naming Consistency4/5

Naming is grouped and predictable: six dataset_<operation> tools, two enquiry_<aspect> tools, and one verb-first submit_enquiry. The noun-prefix grouping is consistent within each family and readable, with only the switch from prefix-style to verb_noun on the submit tool as a minor deviation.

Tool Count5/5

Ten tools is well-scoped for a single-dataset Q&A plus enquiry-submission server. Each tool covers a distinct query shape (schema, provenance, exact row, search, compare, stats, top) or a distinct step of the two-phase enquiry flow, so nothing feels padded.

Completeness4/5

Read coverage is strong: schema discovery, provenance/citation, exact filter, free-text search, multi-value compare, aggregates, and ranking all exist, plus a full two-step enquiry lifecycle with validation and confirmation. Minor gaps remain—no multi-column filtering, no explicit pagination/offset beyond the 50-row cap, and no group-by aggregation—which an agent can mostly work around by chaining calls.

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 Injection Molding Cost Checker dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideCInspect

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

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

dataset_searchSearch the datasetBInspect

Rows of the Injection Molding Cost Checker 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 Injection Molding 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 Injection Molding 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)BInspect

Read first. States plainly what submit_enquiry does on Injection Molding 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 Injection Molding 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 Injection Molding 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 Injection Molding 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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