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propublica_headlines

Read-only

Current ProPublica headlines for one public section; section must come from propublica_sections.

Input Schema

NameRequiredDescriptionDefault
sectionYesProPublica topic slug. Documented values: abortion, biden-administration, civil-rights, courts, criminal-justice, debt, democracy, department-of-governmental-efficiency, education, environment, health-care, health-insurance, immigration, jan-6, labor, mental-health, military, nonprofits, police, politics, pollution, pregnancy, prison, racial-justice, real-estate, regulation, sex-and-gender, sports, stock, taxes, technology, trump-administration, usaid.

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / section / description
      Added value: +"ProPublica topic slug. Documented values: abortion, biden-administration, civil-rights, courts, criminal-justice, debt, democracy, department-of-governmental-efficiency, education, environment, health-care, health-insurance, immigration, jan-6, labor, mental-health, military, nonprofits, police, politics, pollution, pregnancy, prison, racial-justice, real-estate, regulation, sex-and-gender, sports, stock, taxes, technology, trump-administration, usaid."
  2. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds that only ONE public section is queried (not an aggregate feed) and that section values are constrained, which is useful scope context. It does not discuss freshness guarantees or result limits, so it remains adequate rather than rich.

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?

One compact sentence, semicolon-separated, with the resource and scope front-loaded and the input constraint trailing. Every clause earns its place with 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?

For a single-parameter read tool with annotations and an output schema, the description covers scope, the required input, and where to source valid values. The only residual gap is the unstated distinction from propublica_news, which is minor.

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%, and the enum-free schema already lists all documented slug values, so the schema does the heavy lifting. The description reinforces the single-section constraint and the source of valid values but adds no syntax or format detail beyond the schema. Baseline 3 applies.

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 resource and scope: 'Current ProPublica headlines for one public section.' An agent can tell it returns a headline list scoped to a single section rather than articles or full news listings. It does not explicitly differentiate itself from the sibling propublica_news, which keeps it from a 5.

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

Usage Guidelines4/5

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

It gives a concrete prerequisite: the section value 'must come from propublica_sections,' routing the agent to the sibling that enumerates valid inputs. There is no explicit when-not guidance or comparison against propublica_news, but the pre-condition is clearly stated.

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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