Skip to main content
Glama

NPI Who

Search providers by name

search_providers

Find individual providers or organizations by name, optionally within a state. Returns up to 20 matches, best first, each with its page url. Use lookup_provider on a result for the full record.

Input Schema

NameRequiredDescriptionDefault
limitNo
queryYesA person's name ('maria gonzalez', 'gonzalez'), or an organization name
stateNoTwo-letter state code, e.g. TX

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

With no annotations, the description carries the behavioral burden and does disclose key traits: up to 20 matches, best-first ordering, and that each result includes a page URL. It still omits edge-case behavior such as no-match responses, default limit behavior, or whether matching is fuzzy/prefix-based.

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 front-loaded and efficient: purpose, result shape, and follow-up action are covered in three short clauses with no wasted text.

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?

For a simple search tool with no output schema, the description supplies the essential result shape and directs the agent to lookup_provider for full records. It is nearly complete, but the undocumented limit/default behavior and no-match behavior keep it from being fully self-contained.

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 67%, with query and state already documented in the schema. The description reinforces name and optional-state usage but does not explain the limit parameter, its default, or how it interacts with the stated 20-match cap.

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 search action on providers, clearly scoped to individual providers or organizations and optionally a state. The phrase "by name" distinguishes it from geographic siblings like nearby_providers, and it explicitly contrasts with lookup_provider for full records.

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?

The description gives useful follow-up guidance by saying to use lookup_provider on a result for the full record. However, it does not explain when to prefer this tool over nearby_providers, list_facilities, or other search-like siblings, nor when not to use it.

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.