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Laudus MCP by usefulapi

Balance sheet

laudus_balance_sheet
Read-only

The balance sheet (balance general) as of a date, either the standard layout or the totals layout. GET /accounting/balanceSheet/standard or /totals.

Input Schema

NameRequiredDescriptionDefault
layoutNoDefault standard.
book_idNoAccounting book id (default: the main book).
date_toNoAs of this date (default today).
show_levelsNoAccount levels to show, as in Laudus (for example 1,2,3).
cost_center_idNo
show_accounts_with_zero_balanceNo
show_only_accounts_with_activityNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, destructiveHint=false, so the safety profile is covered. The description's only added behavioral content is the concrete endpoint paths for each layout; it says nothing about result size, pagination, or permission requirements for a report that could return a large account tree.

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?

A single dense sentence that front-loads the resource and then the layout variants and endpoints. Nothing is wasted, though the endpoint URLs arguably serve the implementing agent more than the selecting agent.

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

Completeness3/5

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

With 7 optional parameters, no output schema, and a report that has meaningful return structure, the description is thin. It never says what the response contains (account hierarchy vs totals) despite distinguishing two layouts, and leaves several filter parameters unexplained.

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 coverage is only 57%, and the description only touches layout and date, which the schema already documents. Three parameters (cost_center_id, show_accounts_with_zero_balance, show_only_accounts_with_activity) have no description anywhere, so the text doesn't compensate for the coverage gap.

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

Purpose4/5

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

States a specific resource (balance sheet / balance general) and names the two layout variants plus their endpoints, so an agent can identify it as a financial report distinct from, say, list_accounts or general_ledger. It doesn't explicitly differentiate itself from the sibling laudus_profit_and_loss, but the resource is named concretely enough to be unambiguous.

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

Usage Guidelines3/5

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

Usage is only implied: 'as of a date' and the choice of standard vs totals layouts. There is no guidance on when to prefer this over laudus_profit_and_loss, laudus_general_ledger, or laudus_purchase_ledger, and no statement of prerequisites or which layout suits which need.

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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