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find_entities

Read-only

Search medical literature wiki entities by name, alias, acronym, or spelling variant to locate conditions, interventions, and other defined concepts.

Instructions

Search a project's wiki entities by name, alias, acronym, or spelling variant.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYes
projectNoProject name from list_projects; may be omitted when only one project exists
entity_typeNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.1

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds one genuinely useful behavioral fact — lookup is fuzzy across aliases, acronyms, and spelling variants — but says nothing about result capping or ordering despite a limit parameter.

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?

A single sentence that front-loads the verb and resource with zero filler. Nothing redundant or padded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

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 not be described, and annotations cover safety. However, for a 4-parameter search tool with a 10-value entity_type enum and a 1-50 limit, the description is too thin to let an agent invoke it confidently.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 25%: only 'project' is documented in the schema, and the description adds nothing about query, limit, or entity_type. Since the description must compensate for the coverage gap and instead repeats only the query notion, it leaves entity_type filtering and limit behavior entirely opaque.

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 (search) and resource (project's wiki entities) and even enumerates the match modes (name, alias, acronym, spelling variant), which is unusually informative. It is distinguishable from merge_entities and wiki_tasks, though it never names a sibling explicitly, so it falls short of a 5.

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

Usage Guidelines2/5

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

There is no when-to-use guidance, no exclusion criteria, and no mention of alternatives such as merge_entities or resolve_duplicates, which also operate on entities. The reader can infer this is the lookup entry point, but nothing routes them explicitly.

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