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Cited 2026 U.S. planning figures (IRS, SSA, CMS), synthetic household samples, and an AI benchmark.
Remote server: your requests and data go to www.wealthschema.com. Claude Code: claude mcp add --transport http wealthschema https://www.wealthschema.com/api/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
list_archetypes — List all synthetic household archetypes (id, name, life stage, wealth tier, household type).list_bundles — List product bundles (themed household datasets) with use cases and one-time-purchase links.get_sample_household — Get one deliberately-insufficient sample household (PII removed, dollar amounts banded, 96-month trajectory truncated to 12 months, projectidescribe_household_schema — Describe the top-level fields of a synthetic household record.get_purchase_link — Get the one-time-purchase product URL for a bundle.list_reference_parameters — List the U.S. federal financial-planning parameters for a tax year (keys, labels, domains), marking which are in the free sample. Optionallyget_reference_parameter — Get a source-verified U.S. federal financial-planning parameter by key and tax year, with its value and primary-source citation. Without a pget_planning_benchmark — Get Planning Benchmark v2 - 50 free evaluation tasks for AI financial-advice systems with answer keys by construction: required figures citeNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.