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List articles

list_articles
Read-onlyIdempotent

The archive of published articles, newest first: slug, title, description, topic cluster, date and URLs. Use this to find something to read before calling get_article.

Input Schema

NameRequiredDescriptionDefault
limitNoMaximum articles to return (1-100, default 30).
clusterNoOptional topic-cluster filter, e.g. 'ai-search'.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already cover the safety profile (read-only, idempotent, non-destructive, closed-world), so the description does not need to repeat that. It adds useful behavioral context by stating the archive is ordered newest first and by listing the returned fields, which helps the agent understand the response shape even without an output schema.

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 tightly written sentences with no waste. The core resource description and the key usage instruction are both front-loaded.

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

Completeness5/5

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

For a simple read-only list tool with two optional parameters and no output schema, the description supplies the essential return fields, ordering, and usage guidance. Combined with the annotations and fully described schema, an agent has enough information to call it correctly.

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 both parameters are already fully documented in the schema. The description does not add syntax, defaults, or filtering semantics beyond what the schema provides, which is the expected baseline when the schema carries the parameter documentation.

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 identifies the resource as the archive of published articles, states the ordering as newest first, and lists the fields returned. It also distinguishes the tool from get_article by positioning this as the discovery step before fetching a specific article.

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 explicitly says to use this tool to find something to read before calling get_article, giving a clear usage context and naming the relevant alternative. It does not describe exclusions or when not to use it, but the primary routing guidance is present.

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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