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AiAgentKarl

political-finance-mcp-server

get_pac_spending

Get PAC spending and income data filtered by committee name, election cycle, and result limit.

Instructions

Ruft PAC-Ausgaben (Political Action Committees) ab.

Args: committee_name: Name des PAC (leer = alle Top-PACs) election_cycle: Wahlzyklus (Standard: 2024) limit: Anzahl Ergebnisse

Returns: PAC-Ausgaben und -Einnahmen

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
committee_nameNo
election_cycleNo
limitNo
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It only states that it retrieves PAC spending and income, but fails to disclose behaviors like whether it is read-only, data freshness, or rate limits. The description is minimal.

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?

The description is very short and to the point, using a structured format with Args and Returns sections. However, it could be more readable and less terse.

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

Completeness2/5

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

Given no output schema, the description vaguely mentions 'PAC spending and income' without detail. It lacks examples, edge case handling, or clarification of the data structure. For a tool with 3 parameters, it is insufficient.

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

Parameters1/5

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

The description lists parameters but adds no meaning beyond their names. With 0% schema description coverage, the description does nothing to clarify expected formats, allowed values, or semantics. Essentially redundant with the input schema.

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 clearly states it retrieves PAC spending (Political Action Committees), which is specific and directly related to the tool name. However, it does not differentiate from sibling tools like get_campaign_finance_summary or get_top_donors_by_industry.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives, nor any prerequisites or conditions. The description is purely functional without usage context.

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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