Skip to main content
Glama

classify

Classify text into categories with confidence scores for automated routing, filtering, and organization.

Instructions

{d}

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYes
toNo
toolNoclassify
descNoClassify text into categories with confidence scores. Use for routing, filtering, organization.
params_descNotext — Text to classify.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior1/5

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

No annotations are provided, and the description (placeholder) gives no behavioral traits. Agent learns nothing about side effects, permissions, or return behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness1/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely short but meaningless. It does not earn its place; it provides zero value to the agent.

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

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 5 parameters and many siblings, the description is completely inadequate. It lacks any information about usage, behavior, or parameters.

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

Parameters1/5

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

Schema has 5 parameters with 0% description coverage, and the tool description is a placeholder. It adds no meaning beyond property names and types.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description is '{d}', a placeholder that provides no indication of what the tool does. It does not specify a verb or resource, nor does it distinguish from any sibling.

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

Usage Guidelines1/5

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

No usage guidance is provided. Agent has no information on when to use this tool versus alternatives, and given many sibling tools, this is critical.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/scotia1973-bot/api-hub'

If you have feedback or need assistance with the MCP directory API, please join our Discord server