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chriz-3656

Pencil2D Model Context Protocol (MCP) Server

by chriz-3656

pencil2d_launch_gui

Opens a Pencil2D project (.pclx) or a new workspace in the GUI so you can visually edit traditional 2D animation.

Instructions

Open a project (or a new workspace) inside the Pencil2D GUI for visual animation editing.

Input Schema

NameRequiredDescriptionDefault
project_pathNoOptional path to .pclx file to open in Pencil2D.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.0

TDQS

B3.3/5.0
Behavior2/5

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

No annotations are provided, so the description must carry the behavioral burden. It reveals that a project or new workspace will be opened in the GUI, but omits important launch behavior such as whether it blocks, what happens if project_path is invalid, display/environment requirements, and whether it returns any handle or status.

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 front-loaded sentence with no wasted wording. It states the action and scope immediately, with a compact parenthetical covering the no-project case.

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?

For a tool with one optional parameter and no output schema, the description covers the basic action and default behavior adequately. However, because there are no annotations, it should disclose more about GUI launch side effects, environment expectations, or return behavior to be fully 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?

The input schema has 100% description coverage and documents the single optional project_path parameter as a .pclx file. The description adds some meaning by implying that omitting the path opens a new workspace, but it does not add syntax or constraints beyond the schema.

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 uses a specific verb and resource: "Open a project (or a new workspace) inside the Pencil2D GUI." The "visual animation editing" phrase distinguishes it implicitly from sibling tools that inspect, create, export, or manipulate data programmatically, though it does not name those alternatives.

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 phrase "for visual animation editing" gives implied usage context, suggesting this tool is for GUI-based visual work. However, it does not explicitly state when to choose this over sibling tools such as pencil2d_inspect or pencil2d_create, nor does it provide exclusions or prerequisites.

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