Mogean US points-of-interest catalog: search and count locations by brand, category and state.
Scored across 7 tools
Each tool has a clearly distinct role: search and fetch handle catalog lookup, mogean_count exact location counts, mogean_preview sample rows, mogean_quote pricing, mogean_my_data purchases, and mogean_catalog_info catalog metadata. The only slight overlap is that fetch shows published prices while quote computes prices, but the descriptions explicitly direct pricing questions to mogean_quote.
Most names are readable snake_case, but the convention is inconsistent: fetch and search are bare generic verbs, while the other five tools use a mogean_ prefix. The pattern is still understandable, but not fully predictable.
Seven tools is well scoped for a POI data store, with each tool covering a distinct workflow such as discovery, inspection, counting, pricing, and account data. There is no obvious padding or missing major surface area.
The set covers catalog discovery, product details, exact counts, previews, pricing, and purchased datasets. A purchase/checkout or explicit download-link tool is absent, though downloads are intentionally withheld and directed to the account page, leaving only a minor gap.
Fetch one catalog product by the id that search returned: what it contains, coverage, fill rates, freshness, provenance and published prices per licence tier.
Inputs: id (required), response_format. Returns: data, tool, limit, errors, +7 more
Describe the catalog: the current data release and how fresh it is, sellable totals, the provenance tiers, what each kind of product contains, and the limits and tools that apply to this connection.
Inputs: response_format. Returns: data, tool, limit, errors, +7 more
Count sellable US locations, exactly, from the current data release. Use fact for one brand, category, leaf category or government source, optionally in a state; for a brand in a state, a city works when it is one of the top cities listed on that brand's page for that state. Use cut for any combination of brands, categories, leaf categories, states, government sources and tiers. Ids from search are accepted as they are. Returns a link to the page a person can check, the cut and full_cut_hash mogean_quote takes, and whether mogean_quote can price that cut at the internal licence (higher licences cost more and can still be refused).
Inputs: cut, fact, response_format. Returns: data, tool, limit, errors, +7 more
List the datasets the signed-in Mogean account has bought, or one by order_id: file names and sizes, row counts, licence, data release, delivery state, and the store account page where the account holder signs in to download. Download links are never returned to the agent.
Inputs: limit, cursor, order_id, response_format. Returns: data, tool, limit, errors, +7 more
Show up to 10 sample rows from one brand's dataset, with the sources and licences they come from. The timezone column is withheld.
Inputs: slug (required), response_format. Returns: data, tool, limit, errors, +7 more
Get the price of a selection: use this whenever someone asks what data would cost, the total for several products, the price with building geometry added, or the price at a licence tier for their use, instead of reading list prices from a product card. Price catalog products (items: sku from search or fetch, licence, optional building geometry) or one custom cut, such as chosen brands in chosen states (cut plus the full_cut_hash from mogean_count, and a licence). Prices are computed by the store and equal the product page; one-time prices at the internal or embedded licence only. A priced quote returns the total and can carry a quote_id that holds the price for up to 30 minutes.
Inputs: cut, term, items, license, +3 more. Returns: data, tool, limit, errors, +7 more
Search Mogean's catalog of US point-of-interest datasets: brands, categories, states, government sources and flagship datasets. Returns matching products with an id, title, URL and short text; pass an id to fetch for the full product card.
Inputs: query (required), kinds, limit, cursor, +1 more. Returns: data, tool, limit, errors, +7 more
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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