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wiroai

Wiro MCP Server

Official
by wiroai

Explore Wiro models

explore
Read-onlyIdempotent

Browse curated AI models grouped by category to find the right one for your task. Get the model schema, then run it.

Instructions

Browse curated Wiro models grouped by category. Choose a model and call get_model_schema before run_model.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
categoriesYes
nextActionNo
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint=false, so safety is covered. The description adds the 'curated' nature and category grouping, plus the explicit workflow prerequisite to call get_model_schema first, which provides useful behavioral context beyond 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.

Conciseness5/5

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

Two sentences: the first states the primary purpose, the second provides the required workflow. Every word earns its place, with no redundancy or filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple browsing tool with no parameters, an output schema, and strong annotations, the description covers the core action and the essential next steps. It fully enables an agent to understand what this tool does and how to proceed in the broader workflow.

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 has zero parameters, giving a baseline of 4. The description doesn't need to add parameter details, and the schema coverage is vacuously 100%.

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?

The description clearly states a specific action ('Browse') and resource ('curated Wiro models grouped by category'). It distinguishes itself from sibling search_models by emphasizing browsing curated categories, and the workflow instruction separates it from run_model and get_model_schema.

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 provides a clear usage context: browse models, select one, then call get_model_schema before run_model. This implies the intended sequence and disambiguates from siblings, but it doesn't explicitly mention when to use search_models instead or exclude alternatives.

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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