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HoziMurayama

MCP Rubber Duck

Official
by HoziMurayama

List Ducks

list_ducks
Read-only

List all available LLM providers and their status. Optionally run health checks to identify active options for collaborative debugging.

Instructions

List all available LLM providers (ducks) and their status

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
check_healthNoPerform health check on all providers
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the read-only nature is clear. The description adds that status is included in the result, but does not disclose any additional behavioral details such as health check behavior or output format. No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

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

Single sentence, front-loaded with the verb and resource, no wasted words.

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?

The description accurately captures the core listing function and the status inclusion. However, it does not mention the optional health check capability, and there is no output schema, so a bit more detail on return shape could be beneficial.

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 covers 100% of the parameter description, so the description adds no additional meaning. It doesn't mention the check_health parameter, but the schema already specifies it.

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 clearly it lists all available LLM providers (ducks) and their status. Distinguishes from siblings like list_models and compare_ducks by specifying the resource and action.

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?

Provides the primary use case (listing providers) but does not explicitly compare to alternatives like list_models, nor state when not to use it. The use case is implied rather than spelled out.

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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