Skip to main content
Glama

Search doctors by procedure & location

search_doctors
Read-only

Find doctors by procedure/specialty, optionally filtered by US state and city. Uses NavMDs' pre-computed search index (fast, ranked by rating + review volume). Use this when you have a concrete procedure (e.g. 'rhinoplasty', 'botox', 'tummy tuck'). For open-ended natural-language queries, use semantic_search_doctors instead.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityNoCity name, e.g. 'Miami'.
limitNoMax results (default 20).
stateNoUS state name, e.g. 'California' or 'Florida'.
procedureYesProcedure or specialty, e.g. 'rhinoplasty', 'breast augmentation', 'botox'.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint. The description adds valuable behavioral context: it uses a pre-computed index, is fast, and results are ranked by rating and review volume. No contradictions.

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 efficient sentences plus a usage note. No wasted words; main action is front-loaded. Highly concise and structured.

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?

Given 4 parameters, good annotations, and no output schema, the description explains the search mechanism and ranking. It could mention the default limit (20) or pagination, but overall adequately complete for agent use.

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%, so baseline is 3. The description restates parameters (procedure, city, state, limit) but adds no new semantic detail beyond highlighting optional filtering.

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 clearly states it finds doctors by procedure/specialty and optionally filters by US state and city. It specifies the use of NavMDs' pre-computed search index and ranking by rating + review volume, distinguishing it from semantic_search_doctors.

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

Usage Guidelines5/5

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

Explicitly tells when to use this tool ('concrete procedure') and when to use semantic_search_doctors instead ('open-ended natural-language queries'), providing clear guidance vs alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources