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Search Kadro photographers

search_photographers
Read-onlyIdempotent

Find real, bookable photographers for a given shoot_type_id (from search_shoot_types), optionally narrowed to a city_id. Returns each photographer's uid (needed for every later call), display name, rating, review count, and city.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
city_idNoOptional Kadro city id to narrow the search.
shoot_type_idYesA shoot_type_id from search_shoot_types.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already cover read-only, idempotent, open-world, and non-destructive behavior. The description adds useful context beyond the annotations: photographers are 'real, bookable,' and the returned uid is required for downstream calls. No contradiction with annotations exists.

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?

The description is two sentences with no filler: the first sentence fronts the purpose and filters, the second delivers the return contract and workflow dependency. Every phrase earns its place.

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

Completeness5/5

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

Since there is no output schema, the description correctly explains the return format, including uid, display name, rating, review count, and city. It also covers the input prerequisite and downstream dependency on uid, making it complete for an agent to select and invoke the tool.

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 coverage is 100% and both parameters already have clear descriptions. The description restates the same parameter concepts ('from search_shoot_types', 'optionally narrowed to a city_id') without adding new parameter-level detail, so the baseline of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb and resource: 'Find real, bookable photographers for a given shoot_type_id.' It also states the optional city filter and the returned identity fields, which clearly distinguish it from search_shoot_types and get_photographer_packages.

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

Usage Guidelines4/5

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

The phrase 'from search_shoot_types' establishes the prerequisite input source, and 'uid (needed for every later call)' places this tool early in the workflow. It gives clear context for when to use it, though it does not explicitly name alternative tools or list when-not-to-use scenarios.

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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