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today_news

Read-only

Today's deduped AI news brief: the top stories, each once, with category and a short summary.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, so safety and network behavior are covered. The description adds genuine content-level context beyond that: results are deduped, each story appears once, and each carries a category and short summary — details absent from annotations and schema. It stops short of stating story count, source list, or the timezone/window defining "today".

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?

A single front-loaded sentence that describes scope and output shape with no filler. Every clause (deduped, top stories, each once, category, summary) carries information an agent would not otherwise have.

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 zero-parameter read-only tool with no output schema, the description adequately conveys what comes back (stories with category and summary). It leaves minor gaps — how many stories, which sources, and where the cutoff for "today" falls — but nothing that would cause a mis-invocation.

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

Parameters4/5

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

The tool takes zero parameters, so there is nothing for the description to disambiguate; per the baseline this lands at 4. The description correctly implies a no-argument call by describing only the return content.

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 names a specific resource (a deduped AI news brief of today's top stories) and states the shape of each item: category plus short summary. It is immediately distinguishable from siblings like hot_repos or search_use_cases, though it does not explicitly contrast itself with them.

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?

Usage is only implied by the word "Today's" — an agent can infer this is the go-to for current AI news. There is no explicit when-to-use statement, no when-not-to-use condition, and no named alternative (none exists among siblings, which mitigates but does not eliminate the gap).

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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