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Knuckles-Team

CISO Assistant MCP Server

Api vulnerabilities treemap data retrieve

ciso_assistant_api_vulnerabilities_treemap_data_retrieve
Read-onlyIdempotent

Retrieve vulnerability data structured for treemap visualization, enabling clear comparison and prioritization of security risks by category.

Instructions

Returns vulnerability data structured for treemap visualization:

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv2.3.6

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true and destructiveHint=false, so the safety profile is covered. The description adds one useful behavioral fact – the output shape is aggregation-structured for treemap rendering rather than raw records – but discloses nothing about scope, filtering, or what 'treemap data' contains.

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

Conciseness3/5

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

It is a single front-loaded sentence with no padding, but it terminates in a dangling colon, which reads as a truncated or malformed definition and weakens the structure.

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

Completeness3/5

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

With no parameters, no output schema, and only a generic read-only annotation set, the description would need to say more about the returned structure (hierarchy levels, grouping dimensions, granularity). It conveys the visualization intent but not enough for an agent to know what it will actually receive.

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 takes zero parameters, so there is nothing for the description to disambiguate. Baseline 4 applies; the description neither helps nor hurts here.

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?

States a specific verb ('Returns') and resource ('vulnerability data'), plus the distinguishing qualifier that the payload is shaped for treemap visualization, which separates it from siblings like vulnerabilities_sankey_data_retrieve or vulnerabilities_list. No sibling is named explicitly, keeping it just below a 5.

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 statement of when to call this versus the many other vulnerability reporting endpoints (list, sankey, severity, status). The agent must infer from the word 'treemap' alone that this is for chart rendering rather than tabular retrieval.

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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