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kskwon02

node-red-mcp

by kskwon02

Analyze Flow

node-red-graph-analyze

Analyze flow topology and dependencies to detect graph health issues and optimize Node-RED performance.

Instructions

Analyze topology, dependencies, and graph health for a flow or all flows

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idNo
Behavior3/5

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

No annotations provided. Description reveals it performs analysis (likely read-only) but does not confirm safety, required permissions, or return format. Carries full burden but is incomplete.

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?

Single sentence with no filler. Efficiently conveys purpose and scope.

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?

Given no output schema, description should mention return format. It lists what is analyzed but not how results are presented. Adequate for a simple tool but could be more informative.

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?

Schema has one optional param 'id' with 0% description coverage. Description adds meaning by clarifying scope: 'for a flow or all flows', indicating id selects specific flow. Compensates well.

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?

Description uses specific verb 'Analyze' and resource 'flow or all flows', and lists three distinct aspects: topology, dependencies, and graph health. Clearly differentiates from sibling tools like node-red-graph-summary or node-red-graph-dependencies.

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?

Implies usage for comprehensive analysis versus focused tools, but does not explicitly state when to use this tool over alternatives like node-red-graph-dependencies or node-red-graph-summary.

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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