Free self-description for agents. Lists the question classes this dataset can answer, with a runnable example argument object per tool, and the questions it cannot answer, each naming the blocker (source not permitted, missing credential, out of scope, not collected) and the prerequisite that would lift it. Coverage figures are read from the database at call time. Call this before spending anything.
Call get_dataset_coverage first. It is free and lists the cities and cohorts that exist.
Use this exact tool
Every snippet below names budgetatlas/v1/get_capabilities, so an agent runs this endpoint instead of searching for something similar.
Use the OpenTools tool budgetatlas/v1/get_capabilities (https://opentools.fulinlabs.com/tools/budgetatlas/v1/get_capabilities?method=POST). Connect to the OpenTools MCP server at https://opentools.fulinlabs.com/mcp (or install the CLI with `npm i -g @aeither/opentools`). Do not search the catalog — call `inspect` with provider "budgetatlas" and endpoint "/v1/get_capabilities" and method "POST" for the input schema, then `run` with the same provider and endpoint.
opentools run -p budgetatlas -e /v1/get_capabilities --method POST -w
curl -X POST https://opentools.fulinlabs.com/v1/run \
-H "Authorization: Bearer opentools_live_..." \
-H "content-type: application/json" \
-d '{"provider":"budgetatlas","endpoint":"/v1/get_capabilities","method":"POST","input":{}}'Connect
set up https://opentools.fulinlabs.com/SKILL.mdhttps://opentools.fulinlabs.com/mcpnpm i -g @aeither/opentoolsShare this tool
Send this link to whoever should use it. It carries the schema, the price, and the snippets above — they need an OpenTools key and a balance, nothing from you.
https://opentools.fulinlabs.com/tools/budgetatlas/v1/get_capabilities?method=POST