{"serverId":"mcp-registry/com.wealthschema/mcp","tools":[{"name":"describe_household_schema","fixed":{"name":"describe_household_schema","description":"Describe the top-level fields of a synthetic household record.","inputSchema":{"type":"object","properties":{},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":54,"tokensAfter":54},{"name":"get_planning_benchmark","fixed":{"name":"get_planning_benchmark","description":"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","inputSchema":{"type":"object","properties":{"blind":{"type":"boolean","description":"Omit answer keys."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":179,"tokensAfter":179},{"name":"get_purchase_link","fixed":{"name":"get_purchase_link","description":"Get the one-time-purchase product URL for a bundle.","inputSchema":{"type":"object","required":["bundleId"],"properties":{"bundleId":{"type":"string","description":"Bundle id, e.g. 'B01' (see list_bundles)."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":79,"tokensAfter":79},{"name":"get_reference_parameter","fixed":{"name":"get_reference_parameter","description":"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.","inputSchema":{"type":"object","required":["key"],"properties":{"key":{"type":"string","description":"Parameter key, e.g. 'retirement.401k.elective_deferral.under_50' (see list_reference_parameters)."},"tax_year":{"enum":[2026,2027],"type":"integer","description":"Tax year (default 2026). 2027 is filled in as the IRS, SSA and CMS publish; see https://www.wealthschema.com/rule-sets/2027."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":188,"tokensAfter":188},{"name":"get_sample_household","fixed":{"name":"get_sample_household","description":"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.","inputSchema":{"type":"object","required":["archetypeId"],"properties":{"archetypeId":{"type":"string","description":"Archetype id, e.g. 'A-01' (see list_archetypes)."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":144,"tokensAfter":144},{"name":"list_archetypes","fixed":{"name":"list_archetypes","description":"List all synthetic household archetypes (id, name, life stage, wealth tier, household type).","inputSchema":{"type":"object","properties":{},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":59,"tokensAfter":59},{"name":"list_bundles","fixed":{"name":"list_bundles","description":"List product bundles (themed household datasets) with use cases and one-time-purchase links.","inputSchema":{"type":"object","properties":{},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":59,"tokensAfter":59},{"name":"list_reference_parameters","fixed":{"name":"list_reference_parameters","description":"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.","inputSchema":{"type":"object","properties":{"domain":{"type":"string","description":"Optional filter: retirement | tax | social_security | medicare | health | estate."},"tax_year":{"enum":[2026,2027],"type":"integer","description":"Tax year (default 2026). 2027 is filled in as the IRS, SSA and CMS publish; see https://www.wealthschema.com/rule-sets/2027."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":168,"tokensAfter":168}],"toolsChanged":8,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}