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dataset_full

Read-only

Paid ($8 USDC via x402). Buy the full Verified API Directory dataset (2,230 rows, JSON, CC BY 4.0 + MIT sources) in one call. Calling this tool returns the exact HTTP request and x402 payment requirements; pay with any x402 client to get the data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Discloses critical behavior beyond the annotations: the $8 USDC cost, the x402 payment mechanism, and most importantly that the call does NOT return the data but rather the HTTP request and payment requirements. readOnlyHint/openWorldHint are consistent with this, though the paid/transaction nature versus a 'readOnly' hint could use one clarifying phrase.

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?

Two sentences, zero waste, front-loaded with the price that most affects an agent's decision, followed by what the call actually returns. Every clause 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 zero-param purchase tool with no output schema, the description covers the essential facts an agent needs: cost, payment rail, dataset size/format/license, and the fact that the response is a payment request rather than data. A note on delivery latency or post-payment retrieval would make it fully complete.

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 takes zero parameters, so the baseline is 4. The description adds relevant semantics around the invocation (payment via any x402 client) even though there are no arguments to document.

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 (Buy) and resource (full Verified API Directory dataset), plus concrete scope detail (2,230 rows, JSON, license). The word 'full' implicitly contrasts with the free api_directory_sample sibling, but that sibling is never named, so an agent must infer the distinction.

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

Usage Guidelines3/5

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

Conveys that this is the paid, complete-data path and that an x402 client is needed to actually pay, which implies usage. However it never states when to choose this over the free sample or the other dataset/endpoint siblings, and offers no exclusions or prerequisites beyond the price.

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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