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PropFirmPicker: the site's own MCP server — dataset, enquiry (enquiry = a human handoff, not a...

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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

Each dataset_* tool targets a distinct query shape (schema, exact row, substring search, value comparison, aggregates, ranking, provenance), so overlap is limited. dataset_row, dataset_search and dataset_compare do share filtering semantics and could occasionally be confused, but the descriptions draw clear lines between exact-match, substring, and categorical comparison.

Naming Consistency4/5

Seven of ten tools follow a clean dataset_<action> prefix pattern, and the enquiry tools mostly use an enquiry_<action> convention. The one deviation is submit_enquiry (verb-first) sitting alongside enquiry_describe/enquiry_fields (noun-first), a minor inconsistency in an otherwise predictable scheme.

Tool Count5/5

Ten tools is well-scoped: a coherent read-only dataset exploration suite plus a compact three-tool enquiry flow. No tool looks redundant or padding.

Completeness4/5

Dataset access covers schema, provenance, exact lookup, search, compare, stats and ranking, and the enquiry lifecycle is covered with describe, fields and a two-step submit. The only minor gap is the absence of an unqueried full-enumeration/pagination path, but most workflows are reachable.

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 PropFirmPicker dataset. Call this first to learn the schema.

Inputs: no named parameters.

dataset_compareCompare rows side by sideCInspect

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

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

dataset_searchSearch the datasetBInspect

Rows of the PropFirmPicker 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 PropFirmPicker 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 PropFirmPicker 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 PropFirmPicker: 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 PropFirmPicker 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 PropFirmPicker — 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 submitting you agree PropFirmPicker emails you a shortlist and shares nothing else with anyone."

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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