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KubeCraft MCP Server

KubeCraft MCP Server

by cloudcrafttech
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Visualize Flux CD (Mermaid)

visualize_flux

Generate a Mermaid diagram of Flux sources flowing into Kustomizations and HelmReleases with ready status colors.

Instructions

Generate a Mermaid diagram of Flux sources flowing into Kustomizations and HelmReleases with ready status colors.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "visualize_flux"
  }
}

Input Schema

NameRequiredDescriptionDefault
namespaceNoFilter to specific namespace (omit for all)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.6/5.0
Behavior2/5

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 does not disclose behavioral traits such as whether the tool is read-only, if it queries live cluster data, potential performance impacts, or behavior when no Flux resources exist. The description is too brief for a tool with no 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?

The description is a single, well-structured sentence that front-loads the essential action and output. Every word adds value, with no unnecessary details.

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 visualization tool with one optional parameter and no output schema, the description adequately explains the output (Mermaid diagram) and its content. It lacks details about output format handling but is otherwise complete.

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 coverage is 100% and the parameter description in the schema already covers filtering by namespace. The tool description only restates the parameter's role without adding new semantics. Hence a baseline score of 3 is appropriate.

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 tool generates a Mermaid diagram specifically for Flux CD resources, showing sources flowing into Kustomizations and HelmReleases with ready status colors. This distinguishes it from sibling tools like flux_list_* (list resources) and other visualization tools for different domains.

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

Usage Guidelines3/5

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

The description implies usage for visualizing Flux CD flows but provides no explicit guidance on when to use this tool vs alternatives (e.g., flux_list_* or other render tools). No conditions, prerequisites, or exclusions are mentioned.

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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