Skip to main content
Glama

CastMyAgent Personas

Search personas

search_personas
Read-onlyIdempotent

Find free persona packs by keyword. Matches the role and specialties.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordYesKeyword matched against the role and specialties.

Schema Changelog

Changes observed during successful MCP inspections.

  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, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered structurally. The description adds that results are 'free' packs and that matching happens against role and specialties, which is minor added context but no pagination, result cap, or ordering behavior.

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 short sentences with zero waste; the core action and the matching behavior are front-loaded in the first line and the qualifier follows immediately.

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 one-parameter read-only lookup with complete schema coverage and annotations carrying the safety profile, the description is nearly sufficient. The only gap is sibling routing and any result-limit behavior, which is a minor omission for a tool this simple.

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?

There is a single required parameter with 100% schema description coverage, so the schema already documents 'keyword' fully. The description only restates the same matching semantics, adding no format, matching-mode, or example detail beyond the schema. Baseline 3 applies.

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 (Find) and resource (free persona packs) and the matching basis (role and specialties). It does not explicitly distinguish itself from siblings get_persona or list_personas, but the search-by-keyword framing clarifies it well enough to pick apart from a list or single-fetch tool.

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 implied by 'by keyword' – you call it when you have a search term – but there is no explicit when/when-not guidance and no reference to the sibling tools that would cover browsing (list_personas) or fetching one (get_persona). Adequate but leaves routing to inference.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources