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Breeder registry

list_breeders
Read-onlyIdempotent

All 53 breeders with a hub page, each with location, a documented summary, number of attributed cultivars and how many are on the Prime Cuts menu.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds real behavioral context beyond them: the result set is bounded to breeders with a hub page, the exact cardinality is fixed at 53, and the per-record contents are disclosed.

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 that opens with the scope ('All 53 breeders with a hub page') before the field list. Every clause carries information, though the trailing enumeration makes it dense; it stays within reasonable length.

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?

With no parameters and no output schema, the description must carry the return shape itself, and it does so (location, documented summary, attributed cultivar count, Prime Cuts menu count). Minor gaps: no ordering or pagination note, and 'Prime Cuts menu' is unexplained domain jargon.

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 there is nothing for the description to disambiguate. Baseline 4 applies; the field enumeration it does provide pertains to output, not inputs.

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?

Names a specific verb+resource pair ('list_breeders' -> all 53 breeders with a hub page) and enumerates the per-entry fields returned. It is clearly distinguishable from the singular sibling 'get_breeder', though the description never explicitly contrasts the two.

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?

Usage is only implied: the parameterless shape and the word 'All' signal a browse-everything call, and the phrase 'with a hub page' hints at a scope restriction. There is no explicit when-to-use statement and no pointer to 'get_breeder' for single-record lookups.

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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