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search_articles

Read-onlyIdempotent

Search raw articles (not collapsed into events). Use when you want the underlying items or need per-outlet coverage rather than deduped happenings.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNoFree-text keyword on headline + summary
toNoISO 8601 date/time, e.g. 2026-07-01 or 2026-07-01T00:00:00Z
fromNoISO 8601 date/time, e.g. 2026-07-01 or 2026-07-01T00:00:00Z
limitNoMax articles (default 25)
sourceNoSource slug
categoryNoSource category

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already indicate readOnlyHint=true, idempotentHint=true, and destructiveHint=false. The description adds context about returning raw, per-outlet articles, which aligns with annotations and provides additional behavioral insight. No contradictions.

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, front-loaded with the purpose, and contains no unnecessary words. Every sentence earns its place.

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?

The tool has 6 parameters with full schema descriptions, but there is no output schema or return value description. Given that it's a search tool with read-only intent, the description is nearly complete, but a brief note on response structure or examples would improve completeness.

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?

All six parameters have descriptions in the schema (100% coverage). The tool description does not add any additional parameter information beyond what the schema already provides, so it adds no extra value for parameter semantics.

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 clearly states 'Search raw articles' and distinguishes from events by explicitly saying 'not collapsed into events' and contrasting with 'deduped happenings', which differentiates it from sibling tools like get_events.

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?

The description provides explicit guidance on when to use this tool: 'Use when you want the underlying items or need per-outlet coverage rather than deduped happenings.' This clearly indicates the context and alternatives (sibling tools that return collapsed events).

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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