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Search the Graunt catalog

search
Read-only

Search the Graunt catalog of evaluated data packets. Returns matching packets with their id, title, and public URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results; default 20, cap 50.
queryYesSearch keywords.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsYes

Schema Changelog

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

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

The readOnlyHint annotation already declares the safety profile, and the description adds that the operation searches the catalog and returns packet ids, titles, and public URLs. It does not disclose additional behavioral details such as pagination or ranking, but for a simple read-only search this is adequate.

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 two tight sentences with the action and resource front-loaded. Every sentence contributes information and there is no filler.

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 read-only search tool with a fully documented schema and an output schema available, the description is complete enough for correct invocation. The only notable gap is not clarifying its distinction from search_assets.

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 the schema already documents query and limit parameters adequately. The description adds no parameter-specific detail beyond identifying the catalog being searched.

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?

The description states a specific verb ('Search') and resource ('Graunt catalog of evaluated data packets') and names the return fields, making the tool's purpose clear. It does not explicitly differentiate from the sibling search_assets, so it stops 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?

The description gives no guidance on when to use this tool versus search_assets or the other sibling tools. It implies a general search use case but provides no exclusions, conditions, or alternative routing.

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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