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What the funds hold underneath

look_through
Read-onlyIdempotent

The companies a portfolio owns through its funds, added up across funds: the largest names with their share of the whole portfolio, names reached through more than one fund, and sectors. Use it for 'what do I really own?'; for the full measurement use measure_portfolio, for one fund alone asset_info. Give holdings as money amounts to get each company in money; base sets that currency (default USD). Figures are minimums: they count only the companies the measurement can name, and the answer says how much of the money that is.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
baseNoCurrency every figure is expressed in (USD, EUR, GBP, CAD…). Default USD.
holdingsYesWhat is held: {ticker: weight or amount}. Weights need not sum to one; amounts in the base currency are also accepted (then the crises are shown in money). 1 to 100 holdings. Tickers as the exchange lists them (VOO, VWCE.DE, XAW.TO; 'CASH.USD' for cash).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNoWhere the prices came from and what was missing or repaired.
_fenceYesWhat these figures are and are not: descriptive, no forecast, no advice. Repeat its sense when presenting the result.
opaqueNoHoldings with no breakdown to look through.
n_fundsNoFunds looked through.
refusedNoFunds whose breakdown the data vendor refused.
sectorsNo[sector, share] pairs.
exposuresNo[company, share of the whole portfolio] pairs, largest first.
top_symbolNoThe largest single company underneath.
n_companiesNoDistinct companies seen underneath.
covered_fractionNoShare of the money whose underlying holdings are visible, 0 to 1.
top_symbol_weightNoIts share of the whole portfolio.
duplicated_exposureNoShare held more than once through different funds.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the description's real contribution is the disclosure that figures are minimums, count only nameable companies, and that the answer reports coverage. That is meaningful behavioral context beyond the annotations, though it says nothing about rate limits or performance.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Content is front-loaded (what it returns, then usage, then input semantics) and every clause carries information. The sentences are dense and clause-heavy, which costs a little readability, but there is no filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return-format explanation is unnecessary, and the description still covers the aggregation scope, input forms, currency, and the important 'minimums / nameable-only' caveat. Complete enough for a nested-object, single-required-param tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents both parameters. The description restates the holdings-as-money behavior and the base currency default (USD), adding little beyond what the schema already conveys. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb+resource: aggregating the underlying companies a portfolio owns through its funds, with shares, overlapping names, and sectors. It explicitly distinguishes itself from measure_portfolio (full measurement) and asset_info (one fund), so an agent can select it without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It names the user question it answers ('what do I really own?') and routes to explicit alternatives: measure_portfolio for the full measurement, asset_info for a single fund. Both when-to-use and when-not-to-use are present.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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