# Locafirms

> A structured business directory with sourced facts, honest claimed/verified labels and a read-only API and MCP server.

Use of this data: retrieval and citation with attribution and a link to each listing's canonical_url. Training, bulk copying and redistribution require written permission. See https://locafirms.com/developers#terms.

## For agents
- [MCP server (Streamable HTTP)](https://locafirms.com/mcp)
- [REST API v1](https://locafirms.com/developers/api)
- [OpenAPI](https://locafirms.com/api/v1/openapi.json)

## Understand the data
- [Methodology](https://locafirms.com/methodology)
- [Data sources and licenses](https://locafirms.com/data-sources)