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principia

principia.constructs.search

Read-only

Keyword search over construct name + definition + alternative_names + variable_codes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYes
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
matchesYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, and the description adds the useful behavioral context that matching occurs across specific construct fields. However, it does not disclose matching semantics such as substring vs exact, case sensitivity, or default limit behavior. This is adequate but not rich.

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 a single focused sentence with no filler. The core operation and search scope are front-loaded, making it easy to parse quickly.

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 two-parameter search tool with an output schema and read-only annotations, the description provides the essential information: what is searched and over which fields. It lacks explicit alternative guidance and limit semantics, but these are minor given the tool's simplicity.

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 0%, so the description must carry parameter meaning. The phrase 'keyword search over ... fields' implies that q is the keyword query and clarifies what it matches, but limit is left entirely to its name and schema constraints. Partial compensation only.

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?

The description clearly identifies the resource (constructs), the operation (keyword search), and the exact fields searched (name, definition, alternative_names, variable_codes). This scope distinguishes it from lookup and list siblings, even without explicitly naming them.

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?

The description gives no guidance on when to prefer this tool over lookup, list, or search tools for other resources. There are no explicit alternatives, exclusions, or conditions, so an agent must infer usage context from the tool name alone.

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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