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Fluefold: Coordinated kitchen exhaust cleaning for restaurant groups

About Fluefold

describe_business
Read-onlyIdempotent

What Fluefold does, what happens to a request, and the request fields.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint=false and destructiveHint=false, so the safety profile is fully covered. The description adds that the content covers the business, the request lifecycle, and request fields, which is useful scope context. With no output schema, it could have said more about the form of the response (prose vs structured), so it lands at adequate rather than rich.

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 short sentence with no filler, and the three content areas are listed compactly. The phrasing is slightly clipped and the leading topic ("What Fluefold does") is less actionable than a verb-first statement would be, but nothing is wasted.

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 zero-parameter informational tool with full annotation coverage and no output schema, the description tells the agent what topics the response covers. It does not state the response format or length, which matters when there is no output schema to consult, so it is complete enough to call but not to predict.

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?

The tool takes zero parameters and the schema is empty, so there is nothing for the description to disambiguate. Baseline 4 applies for a parameterless tool.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

"What Fluefold does, what happens to a request, and the request fields" names the content topics but supplies no verb describing the action (e.g. "returns documentation about"). It implicitly distinguishes itself from the transactional siblings by being informational, but an agent must infer that this tool returns reference text rather than performing an operation.

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 when-to-use guidance and no alternatives are mentioned. The agent is not told that this should be consulted before calling submit_request, nor that it is the only non-transactional sibling, leaving the routing decision to inference.

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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