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search_mentors

Search instructor profiles by free-text query, city, or discipline (yoga, pilates, meditation, etc). Returns slug, display name, city, ratings, top class types, and the canonical public URL. Many instructors also offer client-bookable private one-on-one sessions, bookable directly from their profile page (pick a room, length, and open half-hour slot). Read-only.

Input Schema

NameRequiredDescriptionDefault
cityNoCity name (case-insensitive).
limitNoMaximum results to return.
queryNoFree-text search across name/bio/class types.
categoryNoClass type slug (e.g. 'vinyasa', 'pilates').

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are supplied, so the description carries the full burden. It does disclose the safety profile in one word ('Read-only') and enumerates the returned fields, which is genuinely useful. However, it says nothing about pagination, result ordering, empty-result behavior, or rate limits, and the closing sentences about private sessions describe downstream booking rather than how this tool behaves.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The first sentence is well front-loaded and does the real work. The subsequent private-session passage ('pick a room, length, and open half-hour slot') is promotional context that does not help an agent decide to call this tool or fill its parameters, so it dilutes an otherwise tight definition.

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 output schema, the description correctly compensates by listing return fields (slug, display name, city, ratings, top class types, public URL). All four parameters are covered by schema text and no mutation or auth complexity exists, so the definition is complete enough for correct invocation; only pagination/result-ordering detail is missing.

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?

Schema coverage is 100%, so the baseline is 3; the description earns a small lift by naming the discipline vocabulary ('yoga, pilates, meditation, etc') that maps to the class-type-slug parameter, giving examples beyond the schema's 'vinyasa'/'pilates'. It adds nothing about the limit parameter or how multiple filters combine, so it stops short of a 5.

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?

The description opens with a specific verb and resource — "Search instructor profiles" — and enumerates the three filter dimensions (free-text query, city, discipline), plus the returned fields. It does not name a sibling, so an agent must infer the split versus get_mentor (single profile) and search_classes (classes, not instructors) from names alone.

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 implied rather than stated: the reader infers this is the discovery tool for instructors and that get_mentor fetches one by slug. There are no explicit when-to-use/when-not conditions, no prerequisites, and no routing to alternatives such as search_classes for class-level searches.

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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