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x402-agent-toolkit

Agent Toolkit: Composite transformation: extracts structured data, entities, tables, and stats from text. One call replaces 4 endpoints.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textNoText to process

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / text
      Added value: +{
      +  "description": "Text to process",
      +  "type": "string"
      +}
  2. First observed

TDQS

C2.8/5.0
Behavior2/5

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

No annotations are provided, so the description carries full behavioral burden. It says nothing about return format, output structure, processing limits, or whether the operation is read-only or stateful. For a composite extractor with no annotations and no output schema, this is a substantial gap.

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?

Two short sentences, front-loaded with the function and followed by the value proposition. No waste, though 'Agent Toolkit' as a prefix adds little meaning.

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?

A composite extraction tool with no annotations and no output schema needs more: what shapes of output to expect, any input constraints, and when it beats a narrower sibling. The description leaves the agent guessing on all of these.

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?

Only one parameter exists (text), and the schema covers it at 100% with a clear description. Description adds no syntax details, but at 0 required params and full schema coverage, the baseline expectation is met.

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?

States a specific verb+resource bundle: extracts structured data, entities, tables, and stats from text. However, the leading label 'Agent Toolkit' is vague and its relationship to the described function is unclear. It lacks differentiation from the many sibling extraction tools (x402-ai-extract, x402-ner-extract, x402-relation-extract, x402-html-table-extract, x402-text-stats).

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?

No when-to-use guidance, prerequisites, or named alternatives are provided. The claim 'One call replaces 4 endpoints' hints at consolidation value but never says which endpoints or when to prefer this over narrower sibling 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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