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Yaeshio

FreeCAD MCP

by Yaeshio

execute_code

Run custom Python scripts directly in FreeCAD to automate modeling tasks, with feedback including output and a screenshot.

Instructions

Execute arbitrary Python code in FreeCAD.

Args:
    code: The Python code to execute.

Returns:
    A message indicating the success or failure of the code execution, the output of the code execution, and a screenshot of the object.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
codeYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

The description does not disclose the risks of arbitrary code execution, such as potential destructive actions or access to the FreeCAD environment. With no annotations, the description carries the full burden of behavioral disclosure and fails to warn adequately.

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

Conciseness4/5

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

The description is concise with a single clear sentence followed by structured Args and Returns sections. However, the Args/Returns duplicate information available in the schema and output schema, slightly reducing efficiency.

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

Completeness2/5

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

Given the tool's capability to execute arbitrary code in a complex application (FreeCAD), the description omits critical context about permissions, side effects, error handling, or timeouts. The existence of an output schema partially compensates but not enough.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The only parameter 'code' has no schema description (0% coverage). The description only restates 'The Python code to execute,' adding no meaning beyond the schema. The parameter remains underdocumented.

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?

The description clearly states 'Execute arbitrary Python code in FreeCAD,' which specifies the verb and resource. However, it does not distinguish from the sibling 'execute_code_async' tool, leaving ambiguity about synchronous vs. asynchronous execution.

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?

No guidance is provided on when to use this tool versus alternatives like 'execute_code_async' or other tools. No prerequisites or context for invocation 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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