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Physical Capability Cloud

get_top_demand

Read-only

Get top demand signals aggregated by capability type. Shows which capabilities are most wanted on the network.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of top demand entries to return (default 10)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds the aggregation dimension ('aggregated by capability type') and the network-wide scope, but does not disclose time window, ordering, or output shape beyond that.

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 short sentences with no wasted words. The core purpose is front-loaded, and the secondary sentence clarifies the result in a scannable way.

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 read-only aggregation tool with a fully documented single parameter and annotations covering safe operation, the description is largely complete. It does not specify the time range or ordering of 'top' demand, which is a minor gap given there is no output schema to rely on.

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 description coverage is 100%, and the single 'limit' parameter is fully documented in the schema with its default. The description adds no parameter-level detail beyond that, which is acceptable given the high schema coverage baseline.

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

Purpose4/5

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

The description states a specific verb and resource: get top demand signals aggregated by capability type, and clarifies the result as capabilities most wanted on the network. It is clear, but it does not explicitly differentiate itself from related siblings such as get_demand_supply or search_capabilities.

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 explicit guidance on when to use this tool versus alternatives, nor any exclusion or prerequisite. The phrase about 'most wanted' implies a discovery use case, but the agent must infer that without the description naming get_demand_supply or another alternative.

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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