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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
GIMP_MCP_GIMPNoPath to the GIMP executable.
GIMP_MCP_EXPERTNoEnable expert tools.
GIMP_MCP_TIMEOUTNoTimeout for GIMP operations.
GIMP_MCP_PREVIEW_MAXNoMaximum preview size.
GIMP_MCP_SESSION_ROOTNoDirectory where session XCFs are stored.
GIMP_MCP_ALLOWED_ROOTSNoComma-separated list of allowed filesystem roots for writes. Defaults to ~/Pictures, ~/Downloads, ~/gimp-mcp/workspace, /tmp/gimp-mcp.~/Pictures,~/Downloads,~/gimp-mcp/workspace,/tmp/gimp-mcp

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
gimp_statusA

Verify the real GIMP binary, Python GI bridge and PDB availability. Read-only. Use this first when diagnosing setup problems.

session_listA

List active and recovered artwork sessions, including preview paths and undo depth.

events_recentC

Return recent live operation events for observers and control UIs.

provider_statusA

Report optional official-provider account status through the shared AICoder adapter. No credentials are returned.

provider_modelsA

List models exposed by an already-linked ChatGPT, Claude, Gemini or Mistral account.

triforce_statusB

Report the existing AILinux/TriForce login reused from AICoder without exposing its bearer token.

triforce_modelsB

List models available to the currently logged-in AILinux/TriForce account.

session_createC

Create a new isolated artwork session and XCF working document. Returns a session_id used by all editing tools.

session_openA

Open an existing image/XCF into an isolated session copy so source files are never edited in-place.

session_infoB

Return dimensions, layers and current XCF state for an artwork session without modifying it.

session_undoB

Undo the last successful mutating MCP operation using the session snapshot journal.

session_redoC

Redo the last snapshot-level undo in this session.

session_closeB

Close a session. Set discard=true to delete its temporary XCF and history.

document_save_asB

Commit the current session document to an allowed XCF path. Refuses overwrites unless explicitly enabled.

layer_createB

Create a transparent layer. Width/height default to canvas dimensions. Returns a persistent GIMP tattoo-based layer_id.

layer_deleteB

Delete one layer identified by layer_id. The operation is snapshot-undoable.

layer_updateB

Rename a layer and/or set visibility/opacity. Opacity is percent 0..100.

layer_reorderB

Move a layer to a zero-based stack position; 0 is the top of the layer stack.

selection_setB

Set the current selection. rectangle uses pixel coordinates and dimensions; other actions ignore geometry.

text_createB

Create an editable GIMP text layer at pixel position x/y. Size is pixels; returns the new layer_id.

transform_layerB

Transform one layer. translate=[dx,dy] pixels; rotate=[degrees] or [degrees,cx,cy]; scale=[x0,y0,x1,y1].

filter_listA

Discover available GEGL operations. Use this before filter_describe/filter_apply when the exact operation name is unknown.

filter_describeA

Describe a GEGL operation's configurable properties so an AI can construct a valid filter_apply call.

filter_applyB

Apply a GEGL operation as a non-destructive GIMP DrawableFilter to a layer. Discover parameters first if uncertain.

export_imageB

Export the session to PNG/JPEG/WebP or another GIMP-supported format inferred from the extension.

preview_renderB

Render a bounded PNG preview of the current artwork for vision review. Returns a gimp-preview resource URI.

pdb_searchB

Expert discovery: search GIMP PDB procedure names without exporting thousands of procedures as MCP tools.

pdb_describeA

Expert discovery: inspect the arguments and returns of one GIMP PDB procedure. This tool is read-only.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.5/5.0

Scored across 28 tools

Disambiguation4/5

Most tools have clearly distinct purposes (e.g., layer_create vs. layer_update vs. layer_delete). However, there is potential confusion between session_undo/redo and GIMP's native undo/redo, and provider_status/triforce_status overlap in reporting account status.

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern (e.g., layer_create, session_close, filter_apply). No deviations or mixed conventions.

Tool Count4/5

28 tools is slightly heavy but reasonable for a comprehensive image editing integration. Each tool appears to serve a distinct function, though some grouping (e.g., provider/triforce status) could reduce count.

Completeness4/5

The surface covers core operations: session management, layer manipulation, filters, text, export, and discovery. Minor gaps exist, such as no direct layer merge or a tool to list all layers in a session (though session_info returns layer info).

Maintenance

ActivityMaintained
ResponsivenessNo issues