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get_weather

Demo only, not a Sphere product: returns weather for a city. Free, no key. Use marketplace_services for the real catalog, then marketplace_x402_payment to buy.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

No annotations are provided, so the description carries the full burden. It discloses that the tool is free, requires no API key, and is demo-only (not a Sphere product). These are meaningful behavioral traits beyond the schema. It does not mention error handling or output format, but for a simple demo tool, the essential behavioral aspects are covered.

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?

The description is exceptionally concise, comprising two sentences. It front-loads the critical caveat ('Demo only, not a Sphere product') and efficiently conveys the tool's purpose, cost, and alternatives. Every word serves a purpose, and there is no filler.

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 simple demo tool with one parameter and no output schema, the description provides enough context to call it correctly: it states the input (city), the behavior (free, no key), and its scope (demo only). It also directs the agent to the proper marketplace flow. While it doesn't describe the output format, that is less critical for a demo tool and not required given the absence of an output schema. Overall, it is adequately complete for its simplicity.

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

Parameters2/5

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

The schema has 0% description coverage for the single 'city' parameter, and the description only says 'returns weather for a city' without adding details about what constitutes a valid city string (e.g., format, country, or examples). It essentially restates the parameter name without enriching it. For a tool with a single parameter, this is insufficient to guide the agent on how to populate it correctly.

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 the verb ('returns weather') and the resource ('for a city'), and it distinguishes itself from siblings by explicitly labeling it as a demo and not a Sphere product, and by pointing to marketplace_services as the real catalog. This makes the tool's purpose unmistakable and distinct from the marketplace siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides explicit usage guidance: it tells the agent this is demo-only and not a real product, and it directs the agent to marketplace_services for the real catalog and marketplace_x402_payment to purchase. This clearly indicates when not to use this tool and what alternatives exist, leaving no ambiguity about its appropriate context.

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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