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check_workflow_models

Verify which models a ComfyUI workflow requires are available on the server before execution, returning ready status plus missing and found model lists.

Instructions

Check which models required by a workflow exist on the ComfyUI server. Returns ready (boolean), missing, and found lists. Requires COMFYUI_HOST.

Input Schema

NameRequiredDescriptionDefault
workflowYesWorkflow JSON string

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.6/5.0
Behavior3/5

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 discloses useful behavior: it checks the ComfyUI server, returns ready/missing/found lists, and requires COMFYUI_HOST. It does not state whether the check is read-only, how the server is contacted, or whether the workflow itself is validated.

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 three tightly written sentences with the purpose front-loaded, followed by return values and an environment prerequisite. Every sentence contributes useful information without repetition.

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 one-parameter check with no output schema or annotations, the description is largely complete: it covers purpose, environment prerequisite, and the main return fields. It could be more explicit about the format of missing/found lists and when to use it versus similar tools.

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?

The single workflow parameter is fully documented by the schema as 'Workflow JSON string', so the schema does the heavy lifting. The description adds no additional syntax or format details beyond implying that the workflow determines the required models.

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 and resource: check which models required by a workflow exist on the ComfyUI server. It is clear what the tool does, but it does not explicitly differentiate itself from similar siblings such as get_workflow_models or check_model_exists.

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?

Usage is implied by the phrase 'required by a workflow' and the availability check, suggesting it is used before executing a workflow. However, there is no explicit guidance on when to prefer this over siblings like get_workflow_models, check_model_exists, or validate_workflow.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.