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Glama

Entity Profile

get_entity_profile
Read-onlyIdempotent

Return one Loa hospital or provider entity profile by exact slug or entity_pages.id. Includes profile-field provenance so agents can distinguish source-file fields from Loa-reviewed overrides.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slug_or_idYesExact Loa entity slug or entity_pages.id from search_entities.
entity_typeNoOptional disambiguation when slug_or_id is a slug.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
entityYes
provenanceYes
profile_provenanceYes
profile_field_provenanceYes

TDQS

A4.4/5.0
Behavior5/5

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

Annotations already declare readOnlyHint, idempotentHint, etc. Description adds valuable behavioral detail about provenance (distinguishing source files from overrides) beyond what annotations provide. 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 sentences, directly stating action and unique feature. No unnecessary words; front-loaded with core purpose. Highly efficient.

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?

Covers purpose, method, and key output feature. Given low complexity and presence of output schema, it is mostly complete. Could mention error handling for missing entities, but not required.

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?

With 100% schema coverage, both parameters are fully described in the schema. The description does not add additional parameter semantics beyond what the schema provides, meeting the baseline expectation.

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?

Description clearly states it returns a single entity profile by exact slug or ID, and distinguishes itself from sibling search tools like 'search_entities' by specifying exact lookup. The mention of provenance adds unique value.

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?

Implicitly guides use when exact slug/ID is known, but lacks explicit comparison to siblings like 'search_entities'. The context signals provide sibling names which partially compensate, but the description itself could better state 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.

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TDQS

A4.4/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: search tools cover different entities, pricing tools cover different scenarios (hospital, market, estimate), and the explanation and update tools are unique. No two tools overlap in function.

Naming Consistency4/5

Most tools follow a verb_noun pattern (get_, search_, explain_, suggest_, submit_), which is clear and predictable. However, the verbs are not uniform across all tools (e.g., 'get' vs 'search' for lookups), introducing slight inconsistency.

Tool Count5/5

With 12 tools, the server is well-scoped for healthcare pricing. Each tool serves a necessary function—search, pricing variations, profile, explanation, and updates—without excess or deficiency.

Completeness5/5

The tool surface covers the full workflow: entity/code searching, multiple pricing queries, price source explanation, entity profiles, and update submissions. No obvious gaps for the intended domain.