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healthgrades_autocomplete

Read-only

Find Healthgrades provider, specialty, condition, or procedure suggestions from a free-text term; use before provider search to resolve the query. Result groups vary by term and return display labels and search values.

Input Schema

NameRequiredDescriptionDefault
termYesFree-text provider, specialty, condition, or procedure query

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / term / description
      Added value: +"Free-text provider, specialty, condition, or procedure query"
  2. First observed

TDQS

A3.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety and open-world behavior are covered. The description adds that result groups vary by term and that items carry display labels and search values, which is useful but thin.

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 tight sentence with the purpose front-loaded and the usage rule second. No wasted words, though the clause about varying result groups could be trimmed.

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?

An output schema exists, so return values need no explanation, and annotations carry the safety profile. Combined with the explicit pre-search sequencing, an agent has enough to call this correctly; only richer detail on suggest behavior is missing.

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% on a single parameter, so the schema already documents 'term' as a free-text provider/specialty/condition/procedure query. The description adds no format, length, or matching semantics beyond that, so the baseline 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?

States a specific verb ('Find') plus the resources it resolves ('provider, specialty, condition, or procedure suggestions') from a free-text term. It also names the downstream tool category ('provider search'), so an agent can distinguish this suggestion endpoint from the actual search siblings.

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?

Explicit when-to-use: 'use before provider search to resolve the query.' This gives a clear sequencing rule relative to the physicians_search sibling. No when-not guidance or exclusion is offered, keeping it short of a 5.

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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