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spending_recipient_summary

Read-onlyIdempotent

Summarize a company's federal awards: total dollars and top awards for a recipient name in a category (contracts by default). Useful for due diligence and to see who the government pays.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoTop awards to list (default 5, max 25).
categoryNoAward category: 'contracts' (default), 'grants', 'loans', or 'other'.
recipientYesRecipient company/org name.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already establish that the tool is read-only, idempotent, and non-destructive, so the description's safety burden is lower. The description adds useful behavioral detail by specifying the output shape (total dollars and top awards), the category default, and the recipient-based aggregation, but it does not disclose data sources, time periods, or potential result limitations.

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

Conciseness5/5

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

The description is two sentences with no fluff. The first sentence front-loads the core purpose and output, while the second adds a brief use-case rationale. Every clause contributes to agent understanding.

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?

For a simple three-parameter tool with no output schema, the description gives a reasonable sense of what will be returned (total dollars and top awards) and the default category. However, it leaves ambiguity about the time period, whether totals are across all federal spending or a specific year, and what fields the 'top awards' include, which an agent might need to set expectations.

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 all three parameters are already documented with meaningful descriptions. The tool description adds little beyond reinforcing the recipient-name focus and the contracts default, which the schema already covers. A baseline score of 3 is appropriate.

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?

The description states a specific verb ('summarize') and resource ('a company's federal awards'), and clearly identifies the output: total dollars and top awards by recipient within a category. It implicitly distinguishes itself from sibling tools like spending_award_details and spending_search_awards by framing this as a summary view, though it does not name those alternatives.

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?

The description offers use-case context ('useful for due diligence and to see who the government pays') and notes the contracts default, which gives some guidance on when to invoke it. However, it does not explicitly compare against sibling tools such as spending_award_details or spending_search_awards, nor state when this tool should be preferred over them.

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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