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Fudge for Shopify

Start AI store builder

start_store_builder

Start Fudge’s free AI store builder for someone with a store idea but no store yet. It works out a name, logo and brand, then shows store concepts on Fudge’s website. Returns a link for them.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "description": "<description>"
    },
    "name": "start_store_builder"
  }
}

Input Schema

NameRequiredDescriptionDefault
descriptionYesThe store idea: what they sell, who for, and anything they’ve said about the brand.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already cover the safety profile (not read-only, not idempotent, not destructive, closed-world), so the bar is lower. The description usefully adds that the service is free, runs a multi-step process (name, logo, brand), publishes concepts on Fudge's website, and returns a link. It omits what happens on repeated invocation (consistent with idempotentHint=false) and whether the call blocks until results are ready, which an agent would want to know.

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?

Three short sentences, front-loaded with the action and audience, followed by what the builder produces and what it returns. No filler; the only mild overlap is between the "store idea" audience clause and the later description of what the process generates.

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 one-parameter tool with no output schema, the description supplies the missing return-value information (a link to concepts on Fudge's website) and the sequence of steps. What remains unstated – timing, whether results appear asynchronously – is secondary but would have made it 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?

There is only one parameter and schema coverage is 100%, with the schema already specifying length bounds and content expected (what they sell, who for, brand detail). The description restates the audience ("someone with a store idea") without adding format or content guidance beyond the schema, so baseline 3 applies.

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?

The description uses a specific verb and resource ("Start ... AI store builder") and explains the whole pipeline: it derives a name, logo and brand and then shows store concepts. The qualifier "someone with a store idea but no store yet" implicitly separates it from redesign/draft siblings, though no sibling is named outright.

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?

It states the exact situation that calls for this tool – a person who has a store idea but no existing store – which is a clear usage context. It does not spell out when NOT to use it or name an alternative for people who already have a store, so it stops short of a full routing instruction.

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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