LocationLists

LocationLists MCP server

Ready-to-use CSV datasets of US business locations — dealer networks, licensed contractors, retail and restaurant chains — search, preview real rows, and buy in chat.

This repository holds the registry listing (server.json) and client setup notes for the hosted LocationLists MCP server. The server itself runs at locationlists.com; there is nothing to install or run locally.

Endpoint	https://locationlists.com/mcp
Transport	Streamable HTTP, stateless, JSON responses
Auth	None
Registry name	io.github.kylehawke-stack/locationlists
Read-only profile	https://locationlists.com/mcp/chatgpt (search, dataset, sample only — no prices or checkout)

What is in the catalog

Figures are read from the live catalog.json (generated 2026-09-11):

• 725 datasets plus 1 bundle, 14,248,853 US business locations in total
• Categories: Healthcare, Retail, Industrial, Nonprofits, Equipment, Furniture, Breakfast, Hardware, Grills, Mattresses, Outdoor Furniture
• Each dataset is compiled from the official locator, association directory or state license register that publishes it
• Prices are one-time, $9–$199 per dataset by record count; delivery is an emailed download link after Stripe payment

Tools

Core tools (available on /mcp; the first three are also on /mcp/chatgpt):

Tool	Arguments	What it does
search_datasets	query? string, category? enum, limit? int (1–50, default 15)	Find datasets by brand, product line, location type or category. Returns slug, name, record count, coverage and page URL. Read-only.
get_dataset	slug string	Full record: fields with descriptions, record and state counts, coverage, refresh cadence, the real last-modified date of the file, FAQs, sample URL and page URL.
get_sample	slug string, rows? int (≤10)	Up to 10 real rows from the live file, spread across the dataset, as JSON plus CSV text.
get_quote	slugs string[]	Line-item prices and total for one or more datasets; points out a bundle if it covers several requested brands for less.
create_checkout	slug string, email? string	Opens a Stripe Checkout session for one dataset and returns the payment URL and session id. Does not charge anything by itself.
check_order	sessionId string	Reports whether a Checkout session is paid and, if so, returns the permanent download link.

Agent-payment tools (x402, USDC on Base) for agents that carry a wallet:

Tool	Arguments	What it does
query_locations	dataset string, state?, city?, county?, zip?, limit? int (≤100)	Rows from one dataset filtered on exact column values, priced per row and settled only after the rows are produced. Call without a payment header first to get a quote. Datasets under 5,000 records are not sold by the row.
buy_dataset	dataset string	Buy a whole dataset outright and get the permanent download link, at the same list price a card buyer pays.

Tools carry readOnlyHint / destructiveHint annotations. initialize returns serverInfo.name = "LocationLists".

Client setup

Claude Code

claude mcp add --transport http locationlists https://locationlists.com/mcp

Cursor / VS Code (mcp.json)

{
  "mcpServers": {
    "locationlists": {
      "type": "http",
      "url": "https://locationlists.com/mcp"
    }
  }
}

VS Code uses the key servers instead of mcpServers in .vscode/mcp.json; the entry is otherwise the same.

Claude.ai and ChatGPT

• Claude.ai: Settings → Connectors → Add custom connector → URL https://locationlists.com/mcp, no OAuth.
• ChatGPT: Settings → Connectors (developer mode) → add https://locationlists.com/mcp/chatgpt, no auth. The read-only profile is used there because in-chat purchase of digital goods is not permitted in ChatGPT.

Any MCP client, by hand

curl -s https://locationlists.com/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"search_datasets","arguments":{"query":"bobcat"}}}'

A quick path through the tools: search_datasets {query:"bobcat"} → get_sample {slug:"bobcat-dealers"} → get_quote {slugs:["bobcat-dealers"]} → create_checkout {slug:"bobcat-dealers"} → check_order {sessionId}.

Plain HTTP endpoints (no MCP client needed)

URL	What
/llms.txt	Curated map of the site for assistants (llmstxt.org)
/llms-full.txt	Every dataset with fields, counts, refresh and price
/catalog.json	The same catalog as JSON
/data/{slug}/dataset.json	One dataset in full, including the real last-modified date
/data/{slug}/sample.csv, /data/{slug}/sample.json	10 real rows, no signup
/data/{slug}/buy?src=<name>	Redirects to Stripe Checkout for that dataset

Example: bobcat-dealers/dataset.json, bobcat-dealers/sample.csv.

Links

• Site: https://locationlists.com
• Privacy policy: https://locationlists.com/privacy
• Data license and terms: https://locationlists.com/license
• Contact: kyle@locationlists.com

License

The files in this repository (README, server.json) are MIT licensed — see LICENSE. The datasets sold through the server are not covered by that license; they are governed by https://locationlists.com/license.