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Agent-Readiness Audit

get_index_rank

Look up a domain on the public Agent-Readiness Index and return its rank among scored companies.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesDomain to look up, such as stripe.com

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
rankYes
scoreYes
totalYes
domainYes
listedYes
scanIdYes
scoredYes
scanUrlYes
categoryYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. 'Look up' and 'public' do imply a safe read-only operation, and 'among scored companies' hints that unscored domains may not have a rank, but it never states what happens for an unknown or unscored domain or whether any auth/rate limits apply.

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?

A single sentence with the action front-loaded and zero filler; every clause (index name, return value) 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 one-parameter lookup with an output schema present, the description is nearly complete since return shape need not be explained. The only real gap is handling of unscored/unknown domains, which is left implicit.

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 description coverage is 100% and there is only one parameter, so the schema already documents the 'domain' input and gives the 'stripe.com' example format. The description adds no format or normalization detail beyond that, so the baseline of 3 applies.

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 (look up) and resource (a domain on the public Agent-Readiness Index) and names the return value (rank among scored companies). It is easy to distinguish from list_index and scan_site in spirit, but the description never explicitly contrasts itself with those siblings.

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, no prerequisites, and no routing to alternatives such as list_index or scan_site (e.g., for domains not yet scored). The agent must infer that this is the lookup-only tool.

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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