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GIMP Studio MCP

Enables AI assistants to edit images in GIMP 3, with tools for print and DTF transfer production.

Connector by twelvetake.com · Domain verified by the MCP Registry

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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/twelvetake-com-gimp-studio-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Enables AI assistants to edit images in GIMP 3, with tools for print and DTF transfer production.

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
25 read · 46 write · 5 delete · 43 not yet classified
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Tools by what they do 119

Read from the source code; the running server may list different tools.

Read 25 · Look things up without changing anything.

  • check_fonts
  • checkpoint
  • color_at
  • convert_profile
  • desaturate
  • describe_op
  • get_bitmap
  • get_metadata
  • get_profile
  • list_brushes
  • list_checkpoints
  • list_fonts
Show 13 more tools
  • list_gegl_ops
  • list_gradients
  • list_images
  • list_palettes
  • list_patterns
  • list_procedures
  • list_profiles
  • list_shirt_presets
  • read_region
  • seam_check
  • status
  • to_grayscale
  • to_rgb

Write 46 · Create, change, send or run things.

  • add_alpha
  • add_mask
  • apply_filter
  • apply_mask
  • assign_profile
  • bleed_and_safe
  • bucket_fill
  • create_layer
  • create_text_layer
  • curves
  • fill
  • foreground_select
Show 34 more tools
  • fuzzy_select
  • group_add
  • group_create
  • halftone_separation
  • lock_alpha
  • merge_down
  • move_layer
  • new_image
  • outline_text
  • print_geometry
  • rename_layer
  • reorder_layer
  • restore
  • select_all
  • select_border
  • select_by_color
  • select_ellipse
  • select_feather
  • select_from_alpha
  • select_from_path
  • select_grow
  • select_invert
  • select_rect
  • select_shrink
  • selection_to_channel
  • set_active_image
  • set_bg
  • set_blend_mode
  • set_brush
  • set_fg
  • set_opacity
  • set_paint_opacity
  • set_text_props
  • set_visible

Delete 5 · Delete, drop, revoke or wipe things.

  • delete_layer
  • drop_shadow
  • remove_mask
  • reset_namespace
  • select_none

Not yet classified 43 · We could not tell from the name and description.

  • brightness_contrast
  • clean_for_dtf
  • color_balance
  • color_to_alpha
  • cutout_color
  • despill
  • duplicate_layer
  • edge_choke
  • edge_spread
  • export_dtf_png
  • export_image
  • flatten
Show 31 more tools
  • gang_sheet
  • gaussian_blur
  • gimp_exec
  • gradient
  • group_ungroup
  • histogram
  • hue_saturation
  • invert
  • knockout_background
  • layer_from_file
  • levels
  • luminance_to_alpha
  • normalize
  • offset_content
  • offset_layer
  • open_image
  • paintbrush
  • pencil
  • posterize
  • redo
  • soft_proof
  • stroke_selection
  • substitute_font
  • threshold
  • threshold_alpha
  • trim_to_content
  • undo
  • undo_group_begin
  • undo_group_end
  • unsharp_mask
  • white_underbase

Network hosts it talks to 2

  • github.com · found in code
  • twelvetake.com · found in code

Files it touches

  • Your home directory (~)
  • ~/.config
  • Any path the agent passes to its tools

Tools (119)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • add_alpha

    Add an alpha channel to the layer if it lacks one.

  • add_mask

    Add a layer mask. mask_type: white|black|alpha|alpha-transfer| selection|copy|channel. Omit `layer` for the selected/top layer. For mask_type='channel' pass `channel` (id/name) as the source, or have a channel already selected; with neither, channel masks return supported=False (GIMP 3.0.4 create_mask(CHANNEL) needs a selected channel and exposes no source-channel parameter).

  • apply_filter

    Apply any GEGL operation to a layer (destructive merge). `op` = full op name e.g. 'gegl:pixelize'. `params` = {property: value} (underscores become hyphens; color-like values auto-coerced).

  • apply_mask

    Merge the layer's mask into its alpha (destructive). No-op if no mask.

  • assign_profile

    Tag the image with an ICC profile WITHOUT converting pixels (assign). `icc_path` = path to a .icc/.icm file. RGB/working-space use.

  • bleed_and_safe

    Add a bleed margin (resize canvas by bleed_in on each side) and report the inner safe-area rect (inset by safe_in).

  • brightness_contrast

    Adjust brightness and contrast. Each ranges -1.0..1.0 (0 = no change).

  • bucket_fill

    Flood-fill from seed point (x, y) with `color` (or current fg). mode = layer-mode name (e.g. 'normal', 'multiply').

  • check_fonts

    Report availability of each font name -> {name: bool}.

  • checkpoint

    Snapshot an image (a real duplicate) so you can restore() it later. Returns a numeric checkpoint_id. `image` = id/basename, or omit for active.

  • clean_for_dtf

    Binarize the ALPHA channel at `threshold` (0-1, default 0.5): pixels below it -> fully transparent (drops faint dust/noise), at/above -> fully opaque (crisp ink edges for film). RGB is untouched. NOTE: this HARDENS every soft/anti-aliased edge and drops intentional low-alpha interior detail (faint gradients / highlights) below the threshold — skip it, or lower the threshold, when the art has soft edges worth keeping.

  • color_at

    Sample one pixel: returns {rgba:[r,g,b,a]} (0-255).

  • color_balance

    Shift color balance for a tonal range: shadows|midtones|highlights. Each channel pair is -100..100; preserve_lum keeps luminosity.

  • color_to_alpha

    SOFT knockout: remove a color to transparency with graded alpha (destructive; gegl:color-to-alpha). color: name/#rrggbb. The colour is subtracted from every pixel that contains it, so edges and matching interior tones fade smoothly — great for feathered/anti-aliased backgrounds (e.g. a clean black knockout from #000000 at threshold ~0.15-0.20). Higher `transparency_threshold` (0-1) removes a wider band of near-target colours; `opacity_threshold` (0-1) sets where fully-opaque begins. For a CRISP, hard-edged cut (select-by-colour + delete, no fade) use `cutout_color`.

  • convert_profile

    Convert pixels into the target ICC working space (RGB/working-space only). intent: perceptual|relative-colorimetric|saturation|absolute-colorimetric. bpc = black-point compensation.

Show 104 more tools
  • create_layer

    Create a new transparent RGBA layer (default sized to the image) and insert it at `position` (0=top) under optional `parent` group.

  • create_text_layer

    Create a text layer. font=name (else context font); size in px; color by name/#hex/(r,g,b); justify=left|right|center|fill; x/y = position offsets.

  • curves

    Apply a spline curve. `points` = flat [x0,y0,x1,y1,...] control points in 0.0-1.0, in LINEAR light like levels (not the sRGB values color_at reports). channel: value|red|green|blue|alpha.

  • cutout_color

    HARD knockout: select a colour and DELETE it to transparency — the crisp, predictable cutout (the tool form of by-hand 'add alpha -> select by colour -> delete'). Auto-adds alpha. WYSIWYG: no auto-mode, no defringe, no alpha-clean. Colour to remove: explicit `color` (name/#hex/rgb) OR a `sample_xy=[x,y]` eyedropper (one is required). `threshold` (0-1, default 0.15) = colour-match tolerance. `contiguous=True` removes only the edge-connected region (keeps interior areas that reuse the colour); seeds from `sample_xy` if given, else the nearest-matching corner. `antialias` (default on) smooths th…

  • delete_layer

    Remove a layer from the image. `layer` = id/name, or omit for active.

  • desaturate

    Convert to grayscale values in place. mode: luminance|luma|lightness| average|value.

  • describe_op

    Introspect a GEGL op: categories, description, and its properties.

  • despill

    Reduce edge color spill left over from a knockout (best-effort approximation; flag if results are off).

  • drop_shadow

    Add a drop shadow to a layer (gegl:dropshadow). x/y = offset, blur = shadow radius, grow = shadow expansion, color = name/'#rrggbb'/(r,g,b). NOTE: gegl:dropshadow ENLARGES the target layer and shifts its offsets so the soft shadow has room to render (verified on GIMP 3.0.4: a 64x48 layer at (0,0) became 116x100 at (-20,-20)). The layer may therefore extend beyond the canvas; flatten or crop afterward if you need it clipped.

  • duplicate_layer

    Duplicate a layer; the copy is inserted just above the original. `layer` = id/name, or omit for the active layer.

  • edge_choke

    Pull the art's effective alpha edge inward by `pixels` (trims a thin rim — useful before underbase or to remove fringing).

  • edge_spread

    Grow (dilate) the art's alpha edge outward by `pixels`, fattening the artwork and carrying the edge colour into the grown ring (morphological alpha dilate via gegl:median-blur).

  • export_dtf_png

    Export a transparent, print-ready PNG. PRESERVES ALPHA — merges visible layers WITHOUT flattening (flattening would drop alpha and ruin the DTF transfer). DPI: if `dpi` is given the file is tagged at it; if OMITTED the file inherits the image's CURRENT resolution (e.g. whatever `print_geometry` set). This only writes the DPI tag — it never resamples pixels, so set the physical print size with `print_geometry` FIRST, then export. Works on a duplicate (source untouched); returns the saved path and the DPI tag written.

  • export_image

    Export an image to a file (format by extension: png/jpg/tiff/webp/...). Works on a COPY — the source image is never modified. ALPHA-SAFE: transparency is PRESERVED by default for formats that support it (png/tiff/webp/tga/gif) and only flattened for formats that can't hold alpha (jpg/bmp) — so a transparent cutout isn't silently ruined. `flatten=True` forces a flattened opaque export; `flatten=False` forces keep-alpha (merge visible, no flatten). For DTF PNGs prefer `export_dtf_png` (also tags DPI). Returns {saved, format, flattened, alpha (kept in the file?), had_alpha, warning (set when alp…

  • fill

    Fill the whole drawable. fill_type: foreground|background|white| transparent|pattern. `layer`/`image` optional (default active).

  • flatten

    Flatten the image to a single layer. Destructive.

  • foreground_select

    Edge-aware SUBJECT selection via SIOX/matting (gimp-drawable-foreground-extract). Refines a ROUGH hint into a clean foreground selection — good for hair/soft/complex edges and backgrounds that AREN'T a flat colour (where cutout_color / select_by_color fail). It is SEMI-automatic: it needs a rough hint and does NOT auto-detect the subject. Rough hint: pass a bounding box `x, y, w, h` roughly around the subject, OR make a rough selection first and omit the box. `band` = px the hint is grown / shrunk to form the 'unknown' boundary ring the matting solves (so the ring is ~2*band wide; default aut…

  • fuzzy_select

    Contiguous color (magic-wand) selection seeded at x,y within threshold (0..1). op: replace|add|subtract|intersect.

  • gang_sheet

    Lay out multiple design files on a print sheet via a left-to-right / top-to-bottom shelf packer (gutter between items), growing height as needed, then export a transparent PNG. A design wider than the sheet's printable width is skipped with a warning; with `rotate=True`, a design that fits when turned 90 degrees is rotated instead. If no design can be placed, nothing is saved and the call returns ok=false with each file's reason. Returns {placed, skipped, sheet_px, out_path, image}.

  • gaussian_blur

    Gaussian blur a layer (gegl:gaussian-blur). std_dev_x/y in pixels.

  • get_bitmap

    THE vision tool: render a scaled/cropped/composited COPY and return it as a VIEWABLE image (an MCP image block you can actually see) plus size metadata. region=[x,y,w,h] crops first; background (name/hex) flattens over an opaque colour (else alpha is kept); the longest side is scaled to <= max_dim (clamped 1..4096). If the encoded image would exceed max_bytes (~4 MB default) it is auto-downscaled to fit your context. Pass save_to=<abs path> to write the render to disk and get the path back instead of an inline image — use this for previews too large to view inline.

  • get_metadata

    Metadata for an OPEN image: pixel width/height, resolution [x_dpi, y_dpi], base type, precision, file path, dirty flag, and per-layer info (size, opacity, visible, has_alpha). `image` = id/basename, or omit for the active image. To inspect a file ON DISK (e.g. verify an export's pixels / DPI), open_image it first, then call this on the returned id.

  • get_profile

    Read the image's embedded ICC profile label (None = built-in sRGB). `image` = id/basename, or omit for the active image.

  • gimp_exec

    Raw escape hatch: run Python inside GIMP. Returns the structured envelope {ok, result, stdout, warnings, error}; stdout is preserved even on error. Set a top-level `_result` for structured output. The persistent namespace has Gimp/Gegl/Gio/GLib/GObject/Babl, `pdb`, `find_image(spec)`, and `compat` (color/read_pixel/color_to_alpha/...). Runs arbitrary host code by design (same trust boundary as the local user); set GIMP_MCP_NO_EXEC=1 to skip registering this tool. See SECURITY.md.

  • gradient

    Draw a gradient from (x1,y1) to (x2,y2). `gradient` = named gradient (else fg->bg). gradient_type: linear|bilinear|radial|conical-symmetric|...

  • group_add

    Move an existing layer into a layer group at `position` (0=top).

  • group_create

    Create an empty layer group, inserted at `position` (0=top) under optional `parent`.

  • group_ungroup

    Dissolve a layer group: lift its children to the group's parent (in order) and remove the empty group. Destructive to the group structure.

  • halftone_separation

    Apply a newsprint halftone screen. PREVIEW/APPROXIMATION ONLY — this is a visual halftone, NOT registration-accurate channel film separations.

  • histogram

    Channel statistics (value|red|green|blue|alpha|luminance). space='perceptual' (default) computes the stats from the drawable's own pixels in the same 0-255 sRGB values as color_at/get_bitmap, returning mean, std_dev, median, min, max (all 0-255) plus pixels/count. space='gimp' returns GIMP's native PDB histogram (mean/std_dev/median/percentile, no min/max). Very large drawables are point-sampled at reduced resolution (min/max are from the sample, flagged by `sampled`).

  • hue_saturation

    Adjust hue/lightness/saturation. range: all|red|yellow|green|cyan|blue| magenta. hue -180..180, lightness/saturation -100..100, overlap 0..100.

  • invert

    Invert colors. linear=True inverts in linear light, else perceptual.

  • knockout_background

    One-click DTF background / shirt-colour knockout. Auto-adds an alpha channel if the source is flat (no need to call add_alpha first). For a dead-simple crisp cutout of ONE flat colour, prefer `cutout_color` (hard) or `color_to_alpha` (soft) — this tool adds garment-aware auto-technique + presets on top. Colour to remove, by priority: explicit `color` (name/#hex) > `shirt=` garment preset (see list_shirt_presets) > `sample_xy=[x,y]` eyedropper > AUTO-DETECT from the image edges. (A `shirt=` preset still supplies the technique + tolerance defaults even when an explicit `color` overrides its hu…

  • layer_from_file

    Load an image file as a new layer in the image and insert it (top by default). Optional `name`/`parent`/`position`.

  • levels

    Adjust levels on a drawable. channel: value|red|green|blue|alpha. Inputs/outputs are 0.0-1.0 floats in LINEAR light, not the 0-255 sRGB values color_at reports: a pixel color_at reads as 200 sits at about 0.58 here. gamma is the midtone exponent.

  • list_brushes

    List brush names, optionally filtered by substring.

  • list_checkpoints

    List live checkpoints: id, snapshot image_id, and whether it's still valid.

  • list_fonts

    List installed font names, optionally filtered by substring.

  • list_gegl_ops

    List available GEGL operation names, optionally filtered by substring.

  • list_gradients

    List gradient names, optionally filtered by substring.

  • list_images

    List open images: id, name (basename), width, height, dirty flag.

  • list_palettes

    List palette names, optionally filtered by substring.

  • list_patterns

    List pattern names, optionally filtered by substring.

  • list_procedures

    List PDB procedure names, optionally filtered by substring.

  • list_profiles

    NOT SUPPORTED: the libgimp API cannot enumerate installed ICC profiles — this ALWAYS fails. Returns ok=false with {supported: false, note}. Pass explicit .icc paths instead; get_profile reads an image's own profile.

  • list_shirt_presets

    List the built-in garment / shirt-colour presets for knockout_background(shirt=...) — name, display, hex, technique, tolerance.

  • lock_alpha

    Lock (or unlock) the layer's alpha channel against painting.

  • luminance_to_alpha

    Map luminance to transparency per-pixel (destructive): default makes dark pixels transparent and bright pixels opaque (white-art-on-black); invert=True makes bright pixels transparent (knock out white/highlights). Computed directly over the layer buffer (no dedicated GEGL op exists in GIMP 3.0.4).

  • merge_down

    Merge a layer down into the one below it (EXPAND_AS_NECESSARY). Destructive. Returns the resulting merged layer.

  • move_layer

    Move a layer to absolute canvas offsets (x, y).

  • new_image

    Create a new RGBA image. fill: white|transparent|background|foreground. Returns the new image id + size.

  • normalize

    Auto-stretch tones to fill the full 0-255 range (like Colors > Auto > Stretch Contrast). keep_colors=False (default) stretches each channel independently — maximum contrast, but may shift colour balance; keep_colors=True stretches all channels uniformly to preserve hue (gegl:stretch-contrast).

  • offset_content

    Roll a layer's PIXEL CONTENT by (dx, dy) — distinct from offset_layer, which repositions the layer on the canvas. wrap=True wraps edges around (use it to seam-check a tileable texture); wrap=False fills the vacated strip per fill: transparent|color (color uses the `color` name/hex, default clear).

  • offset_layer

    Offset a layer by a relative delta (dx, dy) from its current position.

  • open_image

    Open an image file (any format GIMP loads). Returns new image id + size.

  • outline_text

    Add an outline beneath a text layer: alpha->selection, grow by `radius`, fill onto a new layer in `color`. Destructive (adds a layer).

  • paintbrush

    Soft paintbrush stroke. points = flat [x1,y1,x2,y2,...]. Optional `brush` name + `size`; uses `color` or current fg.

  • pencil

    Hard-edged pencil stroke. points = flat [x1,y1,x2,y2,...]. Uses `color` or current fg.

  • posterize

    Reduce each channel to `levels` discrete tones (2..255).

  • print_geometry

    Set print resolution (dpi) and/or scale to a physical size in inches. Pass width_in and/or height_in to scale (aspect preserved if one given). Reports current inches @ dpi and warns on upscaling.

  • read_region

    Structured 2D grid of [r,g,b,a] pixels for a rectangle. Capped at w*h<=4096 (raises if larger — use get_bitmap for big areas).

  • redo

    Redo the last undone operation — only if GIMP exposes scriptable redo, which GIMP 3.x does NOT, so this returns ok=false with {supported: false} and redoes nothing. Use checkpoint()/restore() for reliable rollback.

  • remove_mask

    Discard the layer's mask without applying it (destructive).

  • rename_layer

    Rename a layer.

  • reorder_layer

    Move a layer to absolute `position` (0=top) within its parent, or into a different `parent` group when given.

  • reset_namespace

    Reset the persistent namespace. scope='soft' (default): clear user-defined vars and re-seed the baseline; the canvas/open images are untouched. scope='scratch' (guarded HARD reset): soft + delete only bridge-created scratch images (checkpoint snapshots tagged in `_gimpmcp_scratch`); never touches user-opened or agent working images.

  • restore

    Roll an image back to a checkpoint by rebuilding its layer stack from the snapshot. The checkpoint stays usable. `image` = which image to restore into.

  • seam_check

    Wrap-offset a layer's content by half its size so a tileable texture's seams land in the middle for inspection (pair with get_bitmap). axis: both|x|y. Destructive — undo to revert (re-running the same axis restores only when that dimension is even; for odd sizes floor(w/2) applied twice lands 1px off).

  • select_all

    Select the entire image canvas.

  • select_border

    Replace the selection with a border band `radius` pixels wide.

  • select_by_color

    Select all pixels matching a color (name/#rrggbb/(r,g,b[,a])) within threshold (0..1). op: replace|add|subtract|intersect.

  • select_ellipse

    Elliptical selection inscribed in the x,y,w,h box. op: replace|add|subtract|intersect.

  • select_feather

    Feather (soften) the selection edge by `radius` pixels.

  • select_from_alpha

    Select from a layer's alpha (opaque pixels). layer = id/name or omit for the active drawable. op: replace|add|subtract|intersect.

  • select_from_path

    Select the region enclosed by a path. path = id/name or omit for the active path. op: replace|add|subtract|intersect. If the image has no paths and none is named, returns {"supported": false} (nothing to do) rather than erroring.

  • select_grow

    Grow the selection outward by `steps` pixels.

  • select_invert

    Invert the current selection.

  • select_none

    Clear the selection (select nothing).

  • select_rect

    Rectangular selection. op: replace|add|subtract|intersect. Returns selection bounds.

  • select_shrink

    Shrink the selection inward by `steps` pixels.

  • selection_to_channel

    Save the current selection to a new channel. Returns the channel id.

  • set_active_image

    Set the active image by integer id or basename string. Tools that take `image` act on the active image when it is omitted: the image last chosen here, opened or created, while it stays open; otherwise GIMP's first open image. A checkpoint copy is never the active image.

  • set_bg

    Set the background color. color = name|'#rrggbb'|(r,g,b[,a]).

  • set_blend_mode

    Set a layer's blend mode (NORMAL, MULTIPLY, SCREEN, OVERLAY, ...). Case/sep insensitive; unknown names fall back to NORMAL.

  • set_brush

    Set the active paint brush by name (e.g. '2. Hardness 050').

  • set_fg

    Set the foreground color. color = name|'#rrggbb'|(r,g,b[,a]).

  • set_opacity

    Set a layer's opacity (0-100 float).

  • set_paint_opacity

    Set the paint/context opacity (0-100).

  • set_text_props

    Mutate any subset of an existing text layer's properties (omitted args are left unchanged). `layer` = id/name of a text layer.

  • set_visible

    Show/hide a layer.

  • soft_proof

    NOT SUPPORTED: soft-proofing is a VIEW-only display simulation in GIMP 3.x, not a scriptable pixel operation — this ALWAYS fails. Returns ok=false with {supported: false, note}; no pixels are changed. Use convert_profile to bake the conversion instead.

  • status

    GIMP/bridge health: GIMP version, bridge version, mode, open-image count, and the names seeded into the persistent namespace. `warnings` reports a bridge in GIMP older than this package expects, and any timeout setting that is not a usable number of seconds.

  • stroke_selection

    Stroke the active selection's outline with `color`/`line_width` (current fg/line width if omitted).

  • substitute_font

    Best-effort font-substitution report: whether `old` is missing and `new` is present (does not mutate global GIMP config).

  • threshold

    Black/white threshold: pixels in [low, high] -> white, else black. low/high are 0.0-1.0 on the same sRGB scale as color_at (divide its 0-255 values by 255). channel: value|red|green|blue|alpha.

  • threshold_alpha

    Binarize the alpha channel at `value` (0..1) for a clean print edge (destructive).

  • to_grayscale

    Convert the image to GRAYSCALE mode (destructive).

  • to_rgb

    Convert the image to RGB mode (destructive).

  • trim_to_content

    Autocrop the image to the artwork's alpha bounding box, plus optional padding (px). Removes empty transparent margins.

  • undo

    Undo the last operation — only if GIMP exposes scriptable undo, which GIMP 3.x does NOT (undo is interactive), so this returns ok=false with {supported: false} and rolls nothing back. Use checkpoint()/restore().

  • undo_group_begin

    Begin an undo group on an image: subsequent edits collapse into one undo step. Pair with undo_group_end. `image` = id/basename, or omit for active.

  • undo_group_end

    End the undo group started by undo_group_begin on this image.

  • unsharp_mask

    Sharpen a layer via unsharp mask (gegl:unsharp-mask). std_dev = blur radius, scale = sharpen strength.

  • white_underbase

    Core DTF op: create a white-ink layer BELOW the art, filled to the art's alpha shrunk inward by `choke` px at `opacity`. Returns new layer id.

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Last commit
Oct 20, 2026 (8 days ago)
Last release
Oct 20, 2026 (8 days ago)
Last package publish
Oct 20, 2026 (8 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
com.twelvetake/gimp-studio-mcp
Version
0.4.0
Auth
No auth
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

GIMP Studio MCP. Agent Mart. https://agentmart.dev/connectors/twelvetake-com-gimp-studio-mcp (last updated 2026-10-24)