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ppiotis

Etsy Listing Optimizer MCP

by ppiotis

Suggest long-tail keywords

suggest_long_tail
Read-onlyIdempotent

Expand a seed phrase into long-tail Etsy keyword variants using modifiers and product attributes, then flag which fit as tags.

Instructions

Expand a seed phrase into long-tail variants using proven Etsy modifiers (digital or physical) and your attributes, flagging which fit as tags.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
maxNo
seedYes
digitalNo
attributesNo
extra_modifiersNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the bar is lower. The description adds real context — variant generation via proven Etsy modifiers, a digital/physical branch, and flagging of tag-suitable results — but says nothing about ordering, volume, or output shape.

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?

A single well-formed sentence that front-loads the core action ('Expand a seed phrase') and packs in modifiers, attributes, and the tag-flagging outcome without padding. Efficient and free of waste.

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?

For a read-only suggestion tool with no output schema, the description should hint at what comes back; 'flagging which fit as tags' gives a partial clue but does not describe the result shape or how many variants are produced. Adequate but leaves meaningful gaps for a 5-param tool with a nested object.

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?

Top-level schema description coverage is 0%, with only a few nested attribute fields carrying inline examples. The description compensates partially by signaling the digital/physical choice and the 'attributes' input, but leaves max and extra_modifiers entirely unaddressed, so the gap is only half filled.

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 and resource ('expand a seed phrase into long-tail variants') and names the domain (Etsy modifiers) plus the tagging angle. It's clear what it does, though it doesn't explicitly contrast itself with generate_tags or cluster_keywords, so it falls short of full sibling differentiation.

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

Usage Guidelines2/5

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

There is no explicit when-to-use or when-not-to-use guidance, and no mention of the sibling alternatives (generate_tags, cluster_keywords) it overlaps with. Usage must be inferred entirely from the purpose sentence.

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