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health-gorilla

Find patients

healthgorilla_find_patients
Read-only

Search for patients by demographics. FHIR: GET /Patient?given=&family=&birthdate=&identifier=. Returns a FHIR searchset Bundle. Use the returned Patient id with the other tools.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
givenNoGiven (first) name.
_countNoFHIR _count — max results per page.
familyNoFamily (last) name.
birthdateNoDate of birth, yyyy-mm-dd.
identifierNoBusiness identifier (e.g. MRN), optionally system|value.

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?

Annotations already declare readOnlyHint=true, so the safety profile is covered and the description only needs to add context. It does add the return shape ("a FHIR searchset Bundle") and the downstream id-reuse pattern, which is genuinely useful, but says nothing about pagination behavior, empty results, or matching semantics despite the paging parameter.

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?

Three short, front-loaded sentences: purpose first, endpoint second, downstream usage third. Every sentence carries information, though the FHIR query-string restatement of parameters is partly redundant with the schema.

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 read-only search tool with full schema coverage and no output schema, the description supplies the one thing the schema cannot: the return type (searchset Bundle) and what to do with the result. Only pagination handling and no-match behavior are unaddressed.

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 all five parameters (given, family, birthdate, identifier, _count) are already documented with types, patterns, and constraints. The description merely echoes four of them in the FHIR query string and adds no matching logic or format detail beyond the schema.

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?

States a specific verb and resource ("Search for patients by demographics") and pins it to the concrete FHIR operation (GET /Patient?given=&family=&birthdate=&identifier=). It implicitly distinguishes itself from the retrieval siblings (get_patient, get_patient_everything) by noting the returned id feeds other tools, but never names an alternative explicitly.

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 only implied: the demographics-based search and the note that "Use the returned Patient id with the other tools" suggest this is the entry point when you lack an id. There is no explicit statement of when to prefer this over get_patient or fhir_search, nor any prerequisite or exclusion guidance.

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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