com.wealthschema/mcp

WealthSchema

Cited 2026 U.S. planning figures (IRS, SSA, CMS), synthetic household samples, and an AI benchmark.

0.1.0
Version
remote
Transport
8
Tools

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Tools (8)

  • 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, projections withheld). Free sample archetypes: F-01, A-01, H-01, H-02, S-01, R-01, RE-01, RL-01. Other archetypes are in the paid corpus.

  • describe_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. Optionally filter by domain.

  • get_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 paid key, only the headline free-sample figures return values.

  • get_planning_benchmark

    Get Planning Benchmark v2 - 50 free evaluation tasks for AI financial-advice systems with answer keys by construction: required figures cited to primary source documents, wrong-but-plausible stale values enumerated with reason codes (the Stale Figure Rate metric). Pass blind=true to omit the answer keys for blind evaluation. Scoreboard + protocol: https://www.wealthschema.com/benchmark ; commercial eval packs: https://www.wealthschema.com/ai-eval-sets