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create_intent

create_intent

Generate search intent analysis for a guide

Analyzes search intent for a guide and optionally analyzes provided content against that intent. Note: This endpoint uses tokens (check /api/v1/tokens-usage for the cost, might vary).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
contentNoOptional content to analyze against the intent (only after intent analysis was created)
guideIdYesID of the guide

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior3/5

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

No annotations are provided, so the description carries the burden. It discloses token usage and cost variability, which is helpful. However, it does not explain idempotency, side effects, or whether the tool modifies data beyond creation.

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

Conciseness4/5

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

The description is short and front-loaded with the main purpose. The additional note is separated but adds value. Slightly disjointed structure, but overall efficient.

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 tool with 2 parameters and no output schema, the description covers the core functionality, token usage, and optional content analysis. Missing return value info, but still fairly complete given complexity.

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 both parameters. The description repeats the schema's note about content analysis timing but adds no new meaning beyond the structured data.

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 states the tool generates search intent analysis for a guide, using specific verb+resource. It is distinct from sibling tools like get_intent (retrieve) and delete_intent (delete).

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?

The description implies usage (analyzing intent for a guide) but does not explicitly state when to use this tool versus alternatives. There is no guidance on prerequisites or exclusions.

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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