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ShapelessAI tools

tools_list
Read-only

The live catalog of the ShapelessAI studio agent's tools, each with its JSON Schema input and default price. Every one is also its own MCP tool here (generate_image, generate_footage, edit_footage, render_carousel, web_search, x_pulse and the rest); this is the read for what the deployment serves right now. Needs the read scope.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
toolsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint=true, destructiveHint=false, openWorldHint=false), so the bar is lower. The description adds genuinely new operational context: it discloses the authorization requirement ("Needs the read scope") and that the catalog is live/current rather than cached, both of which are not in 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?

Two sentences, front-loaded with the resource and the returned payload, with the sibling-tool clarification packed into a single parenthetical. Slight redundancy in restating the catalog twice ("live catalog" / "the read for what the deployment serves right now"), but no wasted sentences.

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?

An output schema exists, so the description is not obligated to explain return values, and it still previews the payload shape (input JSON Schema plus default price). Combined with the stated read-scope requirement, an agent has enough to call this correctly; only the relationship to other *_list tools is left unaddressed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Zero parameters, so the baseline is 4; there is nothing for the description to disambiguate. It correctly avoids inventing filter/pagination semantics for a no-arg call.

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 resource (the ShapelessAI studio agent's tool catalog) and what it returns (JSON Schema input plus default price). It also explicitly distinguishes itself from siblings by naming the individual MCP tools it shadows (generate_image, generate_footage, web_search, x_pulse, etc.), so an agent can tell this read apart from the per-tool entries without opening a schema.

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?

"this is the read for what the deployment serves right now" implies the use case (inspect the currently-served catalog) but gives no explicit when-not guidance. It does not address adjacent listing tools in the sibling set such as capabilities_list or agents_list, so an agent must infer which registry it actually wants.

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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