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create_form

Create a new lead capture form using AI. Describe what you need and it generates the form.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toneNoe.g. professional, friendly, minimal
promptYesDescribe the form — e.g. 'contact form for SaaS demo requests'
form_typeNoe.g. contact, lead_capture, survey, registration

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • changedInput schema / properties / form_type / description
      Previous value: -"Form category: contact, lead_capture, survey, registration, newsletter"New value: +"e.g. contact, lead_capture, survey, registration"
    • changedInput schema / properties / prompt / description
      Previous value: -"Plain-English description of the form's purpose and audience, e.g. 'contact form for SaaS demo requests'"New value: +"Describe the form — e.g. 'contact form for SaaS demo requests'"
    • changedInput schema / properties / tone / description
      Previous value: -"Voice/style for AI-generated copy: professional, friendly, minimal, playful"New value: +"e.g. professional, friendly, minimal"
  2. Changed3 schema fields changed
    • changedInput schema / properties / form_type / description
      Previous value: -"e.g. contact, lead_capture, survey, registration"New value: +"Form category: contact, lead_capture, survey, registration, newsletter"
    • changedInput schema / properties / prompt / description
      Previous value: -"Describe the form — e.g. 'contact form for SaaS demo requests'"New value: +"Plain-English description of the form's purpose and audience, e.g. 'contact form for SaaS demo requests'"
    • changedInput schema / properties / tone / description
      Previous value: -"e.g. professional, friendly, minimal"New value: +"Voice/style for AI-generated copy: professional, friendly, minimal, playful"
  3. First observed

TDQS

A3.7/5.0
Behavior3/5

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

The annotations already indicate a non-read-only, non-destructive operation. The description adds the AI generation mechanism but does not disclose side effects, return format, or persistence behavior. Limited additional context beyond the annotations.

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 short sentences with the main action front-loaded and no filler. Every word contributes to understanding the tool's purpose and usage.

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

Completeness3/5

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

The description covers the core purpose and generation mechanism, but it does not explain the return value or whether the form is saved. Given the low complexity and lack of an output schema, completeness is adequate but not thorough.

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 parameters are well-documented in the schema. The description does not add additional meaning beyond what the schema provides, which aligns with the baseline score of 3.

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's function: creating a lead capture form using AI. It uses a specific verb ('Create') and resource ('lead capture form'), distinguishing it from sibling tools like create_landing_page or create_campaign.

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 when a lead capture form is needed, but it does not explicitly mention when to avoid using it or suggest alternatives. The instruction to 'Describe what you need' is a minor usage hint, but no clear guidelines vs. siblings are provided.

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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