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x402-readme-gen

Readme Gen: Generates a markdown README from project text using the DeepSeek chat API 🆓 5 free trial calls per signed wallet

Input Schema

NameRequiredDescriptionDefault
textNo
inputNo
labelNo
labelsNo
contentNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed5 schema fields changed
    • removedInput schema / properties / content / description
      Removed value: -"Content to process"
    • removedInput schema / properties / input / description
      Removed value: -"Input to process"
    • removedInput schema / properties / label / description
      Removed value: -"Label to process"
    • removedInput schema / properties / labels / description
      Removed value: -"Labels 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

C2.7/5.0
Behavior2/5

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

Annotations are absent, so the description carries the full burden. It does disclose two useful traits -- the external DeepSeek API dependency and a 5-call free trial tied to a signed wallet -- but omits what happens after the trial is exhausted, whether wallet signing/auth is required per call, rate limits, or failure behavior.

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

Conciseness4/5

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

A single front-loaded sentence: artifact first, engine second, billing third. The emoji and trial-quota clause consume space that could have gone to parameter guidance, but nothing is padded or redundant.

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

Completeness2/5

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

For a tool with five ambiguous untyped parameters, no annotations, no output schema, and a nearly identical sibling tool, the description leaves the two most important questions unanswered: which field carries the project text, and why pick this over x402-ai-readme.

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?

Five string parameters (text, input, label, labels, content) exist at 0% schema description coverage and none are named or explained. 'From project text' faintly suggests one input field, but with three plausible text-ish params and zero required fields, the description does not compensate for the coverage gap.

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?

States a specific verb and artifact: generates a markdown README from project text, and names the engine (DeepSeek chat API). However, it never distinguishes itself from the near-identical sibling 'x402-ai-readme', so an agent cannot tell the two apart without guessing.

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 statement of when to use this over 'x402-ai-readme' or any of the other generation siblings (x402-gitignore-gen, x402-license-gen, x402-changelog-gen). The only usage-adjacent information is a pricing note, which is not routing guidance.

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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