Groundwork

Site and market reports for any U.S. location: residents, incomes, spending, competitors, growth.

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Transport
Not stated
Package
—
Registry id
com.groundworkdemographics/groundwork

No install snippet on purpose. A working MCP config is a command, its arguments and an environment block — the last two are where API keys live, so this catalogue never stores them and cannot publish them. Follow the link above for the authors' own instructions.

Groundwork integrates with Claude and ChatGPT as an assistant. Groundwork uses an action-based pricing model where each site report or market report costs one action. The assistant does not charge for repeated queries on the same location within 12 hours.

Groundwork accesses data from the Census Bureau and other licensed business listings. Groundwork only sees the locations and business types sent for a report, not the user's conversation. Users can request comparisons of multiple sites for a specific business type.

Groundwork requires a full street address, city, state, and ZIP code, or just a ZIP code, to generate reports. The assistant uses its own AI to write answers based on Groundwork's reports.

Summary drafted from the project's own website. Every sentence is backed by text on that page and was reviewed before publishing.