Cited facts about any place in South Africa, inside your AI assistant

Machine-readable ways to read these docs and what the server expects of an agent.

Read the docs as Markdown

Every docs page is also served as clean Markdown at its path plus .md, for example /docs/quickstart.md and /docs/tools/query_metrics.md. The index is /docs.md.
/llms.txt lists every docs page in the llms.txt format. /llms-full.txt has the full text of all pages in one file.
Both files and the tool reference are generated at build time from these pages and the live tool schemas. If a page and the server disagree, the server is right and the page is a bug: tell us at info@groundtruthdata.co.za.

Call describe_catalog first. It is free and lists metrics, geographies and limits.
Turn place names into ids with resolve_location. Never guess an area_id. If the status is ambiguous, ask the user, or call again with area_type.
Call query_metrics or compare_areas. Responses are capped; do not try to page through everything.
Quote the citations and caveats with every number. Use get_provenance for the licence and method behind a metric.

Errors say what went wrong and how to fix it. See the Tool reference.