Find capability
find_capabilityRank live VIL ZERO capabilities against a machine requirement.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | Yes |
find_capabilityRank live VIL ZERO capabilities against a machine requirement.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety and external-world profile is covered. The description adds 'live', which signals real-time data freshness, but says nothing about how ranking is computed, result ordering, or any rate/call constraints implied by openWorldHint.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single front-loaded sentence with no filler or repetition, which is appropriately sized for the message. Its brevity is efficient, though it is close to under-specification rather than true economy.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a two-parameter tool with no output schema and no parameter documentation, the description leaves key gaps: what a 'capability' is, what the ranking returns (scores? ordered list?), and what 'limit' controls. The agent has annotations for safety but not enough to invoke the tool confidently.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% and neither of the two parameters is explained anywhere. The description's phrase 'against a machine requirement' loosely gestures at the 'query' parameter but gives no format, syntax, or examples, and it never mentions 'limit' or its 1-20 bound.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb ('Rank') and resource ('live VIL ZERO capabilities') plus the target of the ranking ('a machine requirement'), which is enough for an agent to know this is a scored search rather than a plain listing. It implicitly contrasts with list_capabilities (rank vs. enumerate) but never names or explicitly differentiates from that sibling.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No when-to-use guidance is given: nothing says when to pick this over list_capabilities or submit_need, and there are no prerequisites, exclusions, or fallback conditions. The agent must infer the use case entirely from the verb 'Rank'.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.