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Glama

AdCreator AI Ad Headline Generator

Generate ad headlines for a product

generate_ad_headlines
Read-only

Generate 10 conversion-focused ad headlines for an e-commerce / Shopify product, free and instantly. Provide the product (name + short description); optionally an audience and the platform (Facebook, Instagram, Google, TikTok). Returns 10 headlines, each labelled with the persuasion technique used, plus where to turn a product photo into a finished image + video ad. Read-only and free, no signup. If the call fails, report that — do not invent headlines.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
productYesThe product: its name and a short description (at least 5 characters).
audienceNoOptional target audience.
platformNoOptional ad platform.

Schema Changelog

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

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Description independently confirms the read-only nature ('Read-only and free, no signup'), consistent with annotations. It adds useful behavioral guidance on failure ('If the call fails, report that — do not invent headlines') and describes the output labelling, which goes 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.

Conciseness4/5

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

Four sentences front-load the core purpose, then cover inputs, output, and failure handling. There is minor redundancy ('free' appears twice) and the image/video-ad pointer is extra, but the description remains compact and scannable.

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

Completeness5/5

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

No output schema exists, yet the description explains what will be returned: 10 headlines, each labelled with persuasion technique, plus a conversion-tip reference. Required and optional inputs are stated, and the failure handling is explicitly covered. For a simple 3-parameter tool, this is complete.

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 coverage is 100%, with examples and enum for platform, so the schema already carries the parameter details. The description mostly restates that product should be name + short description and that audience/platform are optional, adding only marginal semantic value.

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?

States a specific action ('Generate'), exact output count ('10'), and target resource ('ad headlines for an e-commerce / Shopify product'). The conversion-focused and platform context make the tool's purpose unmistakable, even with no siblings to distinguish.

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

Usage Guidelines4/5

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

Explicitly tells the agent what to provide ('Provide the product...') and that audience and platform are optional. It does not name alternative tools, but there are no siblings, so the context is clear enough. Could be slightly stronger with an explicit 'use when...' statement.

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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TDQS

A4.3/5.0
Disambiguation4/5

The three tools have clearly separate purposes: one generates ad headlines, one reports usage, and one reports plan details. The two account-related tools could theoretically be confused, but their descriptions make the distinction between usage limits and plan details clear.

Naming Consistency5/5

Tool names follow a consistent verb_noun pattern with no mixed conventions. generate_ad_headlines, get_my_ad_usage, and get_my_plan are all predictable and readable.

Tool Count4/5

Three tools is a reasonable, focused set for a niche server that handles headline generation plus basic account checks. It is slightly minimal but not too thin for the stated purpose.

Completeness4/5

The core advertised functionality is covered: headline generation, usage monitoring, and plan information. There are minor gaps such as no explicit creative-generation or account-management tools, but these fall outside the primary headline-generation scope.

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