# Dotlas Data Catalog

> A trusted & comprehensive hub for retail, real estate, and hospitality industries for market & economic data by delivering actionable insights through precise and updated data products.

The Dotlas Data Catalog documents ready-to-use market datasets for the restaurant, hotel, and geospatial sectors, and the Dotlas MCP, a live agent-facing query interface over the same data.

## AI Access (MCPs)

- [AI Access with the Dotlas MCP](https://catalog.dotlas.com/ai_access/index.md): What the Dotlas MCP is and how it works.
- [Connect a Client to the Dotlas MCP](https://catalog.dotlas.com/ai_access/connect/index.md): Connect a client and authenticate (endpoint, OAuth, organization selection).
- [What You Can Ask the Dotlas MCP](https://catalog.dotlas.com/ai_access/tools/index.md): The available tools grouped by capability, with example questions.
- [Security & Trust for the Dotlas MCP](https://catalog.dotlas.com/ai_access/security/index.md): Read-only access, per-organization scoping, and the data boundary.

## Restaurants

- [Browse Restaurant Market Data](https://catalog.dotlas.com/restaurants/index.md): Restaurant market data overview.
- [Download Restaurant Establishments](https://catalog.dotlas.com/restaurants/unified_restaurant_establishments/index.md): Unified restaurant establishments dataset.
- [Restaurant Market Pricing & Product Datasets](https://catalog.dotlas.com/restaurants/menus/index.md): Menu and pricing dataset.
- [Restaurant Market Promos Data Stream](https://catalog.dotlas.com/restaurants/activations/index.md): Promotions and activations dataset.
- [Restaurant Sentiment & Reviews Datasets](https://catalog.dotlas.com/restaurants/customer_reviews/index.md): Customer review sentiment dataset.
- [Food-Delivery ETAs & Fees](https://catalog.dotlas.com/restaurants/delivery_times/index.md): Delivery times dataset.
- [Michelin Guide Establishments over Time](https://catalog.dotlas.com/restaurants/michelinguide_restaurants/index.md): Michelin Guide restaurants dataset.

## Hotels

- [Browse Hospitality Market Data](https://catalog.dotlas.com/hotels/index.md): Hotel data overview.
- [Explore Hotel Pricing & Availability](https://catalog.dotlas.com/hotels/pricing/index.md): Hotel pricing dataset.
- [Unified Hotel Establishments](https://catalog.dotlas.com/hotels/unified_hotel_establishments/index.md): Unified hotel establishments dataset.

## Maps

- [Browse Geospatial Data](https://catalog.dotlas.com/maps/index.md): Geospatial data overview.
- [Urban Boundaries Datasets](https://catalog.dotlas.com/maps/urban_boundaries/index.md): Urban boundaries dataset.
- [Zipcode Boundaries](https://catalog.dotlas.com/maps/zipcodes/index.md): Zip code boundaries dataset.

## Getting started

- [Browse Library](https://catalog.dotlas.com/index.md): Catalog home.
- [Access & Support](https://catalog.dotlas.com/access/index.md): Access models, formats, destinations, and FAQs.