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WhaleCupl

ai-daily-insights-mcp

by WhaleCupl

List latest issues

list_latest

List recent AI Daily Insights issues with date, title, summary, tags, and URLs to discover available content.

Instructions

List the most recent AI Daily Insights issues (date, title, one-line summary, tags, URLs). Start here to discover what is available.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoHow many recent issues to return (default 5).
Behavior3/5

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

No annotations provided, so description must disclose behavior. It lists returned fields (date, title, etc.) but omits ordering (e.g., most recent first) and whether more pages exist. Adequate but not comprehensive.

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?

Single sentence efficiently communicates purpose, return fields, and primary use case. No redundant information; every word 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?

For a simple list tool with one optional param and no output schema, the description covers return fields and purpose adequately. Lacks explicit mention of sorting order or pagination, but generally complete.

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 already fully describes the 'limit' parameter with default, min, max. Description adds no additional semantics beyond what schema provides, meeting the baseline for high schema coverage.

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?

Description clearly states the verb 'List' and the resource 'most recent AI Daily Insights issues' with specific fields. It distinguishes from siblings by indicating it's a starting point for discovery.

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?

Explicitly suggests 'Start here to discover what is available,' providing clear usage context. However, it does not mention when not to use or compare to sibling tools like 'get_latest' or 'search'.

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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