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WhaleCupl

ai-daily-insights-mcp

by WhaleCupl

Get the latest issue (structured)

get_latest

Retrieve the most recent AI news issue, parsed into structured items with title, signal, and body. Ideal for answering requests for today's AI news without specifying a date.

Instructions

Fetch the most recent issue, parsed into structured news items {index, title, signal, body}. Use this when the user asks for today's / the latest AI news and does not give a date.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

No annotations are provided, so the description bears full burden. It discloses the return format (index, title, signal, body) and that it fetches data. For a read-only tool with no parameters, this is sufficiently transparent.

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 concise—two sentences with no filler. The first sentence clearly states the action and output, the second clarifies the usage context. Every sentence is necessary.

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?

Given no output schema, the description explains the return fields. It also specifies the triggering condition. Minor ambiguity: 'structured news items' might imply multiple items, but the number is not specified. Overall, it covers the essential details.

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 has zero parameters, and schema coverage is 100%. The description adds no parameter information, which is appropriate. Baseline for no parameters is 4.

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 the tool fetches the most recent issue and returns structured news items. It distinguishes from siblings by specifying the use case for when no date is given, but does not explicitly compare to 'list_latest' or 'get_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?

The description provides explicit guidance on when to use ('when the user asks for today's / the latest AI news and does not give a date'), implying when not to use. It does not name alternative tools but the context is clear.

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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