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x402-ai-summarize

AI Summarize: Summarize a text with AI.

Input Schema

NameRequiredDescriptionDefault
textNo
contentNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • removedInput schema / properties / content / description
      Removed value: -"Content to process"
    • removedInput schema / properties / text / description
      Removed value: -"Text to process"
  2. Changed1 schema field changed
    • addedInput schema / properties / text
      Added value: +{
      +  "description": "Text to process",
      +  "type": "string"
      +}
  3. First observed

TDQS

C2.2/5.0
Behavior2/5

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

With no annotations provided, the description carries the full behavioral burden, and it discloses almost nothing: not whether this is a paid x402 call, not the output format, not length/style controls, and not how the two input fields interact. The only behavioral hint is 'with AI,' which is already implied by the tool name.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is short, but this is under-specification rather than conciseness; the 'AI Summarize:' prefix simply duplicates the tool name and consumes the only available space without paying for itself.

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

Completeness1/5

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

For a two-parameter tool with no annotations, no output schema, no required fields, and a crowded sibling namespace, the description supplies none of the information needed to invoke it correctly. It is essentially a name plus a restatement.

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

Parameters2/5

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

Two string parameters (text, content) with 0% schema description coverage and neither required. The description's 'a text' hints loosely at one field but never disambiguates text vs content or states which is expected, so it fails to compensate for the schema gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource (summarize text), so the purpose is discernible and not misleading. However, 'AI Summarize: Summarize a text with AI' largely restates the tool name without adding scope, and it makes no attempt to distinguish itself from the near-identical sibling x402-summarize (or x402-ai-briefing, x402-publish-…-bankr-summarize).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no prerequisites, and no mention of the sibling x402-summarize that appears to do the same thing. An agent has no basis for choosing between the two summarization tools.

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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