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io.github.VicThor-wpp/mograph-mcp

PYPI · MOGRAPH-MCP · SCANNED OCT 6

Drive Adobe Illustrator and After Effects, and move artwork between them as editable shape layers.

Available components

−2 this week 65 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security50
  • Malware scan not yet available for this package.Unverified
  • No known CVEs affecting this package version or its production dependencies.Pass
  • Runs setuptools.build_meta at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
  • 1 of 30 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency45
  • Source repository is publicly reachable at the declared URL. View diagnostics → Pass
  • Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
  • Clear OSI-approved license (Apache-2.0).Pass
  • Actively maintained (last published 32 days ago).Pass
  • Security-disclosure policy not yet verified: we couldn't inspect the source repository.Unverified
Schema Quality & AI Usability83
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 8747 tokens (~67/item across 129 items; 126 tools + 3 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management83
  • Stability observed for 25 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 0% of tool parameters carry a description.Fail
  • Structured output schemas are declared (5% of tools); any adoption earns full credit.Pass
Tool Safety79
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • 1 of 6 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "ai_delete" implies "delete" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Partial
  • An AI judge read all 128 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Install

How do I install the io.github.VicThor-wpp/mograph-mcp server?

io.github.VicThor-wpp/mograph-mcp runs locally as a PyPI package, launched with uvx mograph-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

pypi · mograph-mcp

# add to Claude Code
claude mcp add victhor-wpp-mograph-mcp -- uvx mograph-mcp
// .cursor/mcp.json
{
  "mcpServers": {
    "victhor-wpp-mograph-mcp": {
      "command": "uvx",
      "args": [
        "mograph-mcp"
      ]
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "victhor-wpp-mograph-mcp": {
      "command": "uvx",
      "args": [
        "mograph-mcp"
      ]
    }
  }
}
# add to Codex CLI
codex mcp add victhor-wpp-mograph-mcp -- uvx mograph-mcp
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "victhor-wpp-mograph-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "mograph-mcp"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add victhor-wpp-mograph-mcp --command uvx --arg mograph-mcp
# ~/.hermes/config.yaml
mcp_servers:
  victhor-wpp-mograph-mcp:
    command: "uvx"
    args: ["mograph-mcp"]
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "victhor-wpp-mograph-mcp": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "mograph-mcp"
      ]
    }
  }
}
# add to Vellum
assistant mcp add victhor-wpp-mograph-mcp -t stdio -c uvx -a mograph-mcp
// mcp.json
{
  "mcpServers": {
    "victhor-wpp-mograph-mcp": {
      "command": "uvx",
      "args": [
        "mograph-mcp"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 6 Oct 26 −2
    • Stability: pass → 0.83 functional
  • 4 Oct 26 0
    • Stability: 0.97 → pass security
  • 3 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Oct 26 −1
    • Stability: pass → 0.90 functional
  • 30 Sept 26 0
    • Stability: 0.97 → pass security
  • 29 Sept 26 +1
    • Provenance: unverified → fail ▼ security
  • 28 Sept 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Sept 26 +4
    • License: fail → pass ▲ functional
    • Licence: Apache-2.0 functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 8 Oct 2026 · Analysed pypi/mograph-mcp@0.12.0

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem pypi
Reason No attestation published

Background: How many MCP packages publish verified provenance →

Install scripts 1 script
Hook Tier Command
build_backend allowlisted setuptools.build_meta

Background: Why install scripts are a supply-chain risk →

Dependencies 30 packages
Packages resolved 30
No linked repository 1
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 126 exposed · ~8,256 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
ae_restack_by_artwork ~46

Put every pushed layer back in the stacking order the Illustrator artwork had. Full notes: docs://tools/ae_restack_by_artwork

NameTypeReqDescription
comp_name–––

No output schema declared.

No examples provided.

ae_run_script ~96

Run arbitrary ExtendScript in After Effects. Code receives (ok, fail, payload). `payload` is the `args` dict you passed, and `args` is bound to the same object, so either name reads it. A bare `return` is safe: the body runs inside its own function. Full notes: docs://tools/ae_run_script

NameTypeReqDescription
args–––
codestringyes–

No output schema declared.

No examples provided.

ae_save_project ~26

Save the active AE project (SaveAs if path given).

NameTypeReqDescription
path–––

No output schema declared.

No examples provided.

ae_see_frame ~94

Render one frame of a comp and return the image, so the result can be looked at. Comes back inline, shrunk to `max_dim` on its long side; the file path is in the reply too, and `max_dim=0` sends the path alone.

NameTypeReqDescription
comp_name–––
max_diminteger––
path–––
timenumber––

No output schema declared.

No examples provided.

ae_set_anchors ~61

Move layers' anchor points to a meaningful pivot, without moving the layer. Full notes: docs://tools/ae_set_anchors

NameTypeReqDescription
anchorstring––
at_time–––
comp_name–––
layers–––

No output schema declared.

No examples provided.

ae_set_comp ~116

Change a comp's settings (rename, size, duration, frame rate, work area). Full notes: docs://tools/ae_set_comp

NameTypeReqDescription
bg_color–––
comp_name–––
duration–––
fps–––
height–––
motion_blur–––
motion_blur_samples–––
name–––
shutter_angle–––
shutter_phase–––
width–––
work_area_duration–––
work_area_start–––

No output schema declared.

No examples provided.

ae_set_expression ~59

Set a property's expression (pass an empty string to clear it). Full notes: docs://tools/ae_set_expression

NameTypeReqDescription
comp_name–––
expressionstringyes–
layer–yes–
property_pathstringyes–

No output schema declared.

No examples provided.

ae_set_layer ~178

Change a layer's properties. Only the arguments you pass are modified. Full notes: docs://tools/ae_set_layer

NameTypeReqDescription
anchor_point–––
audio_enabled–––
auto_orient–––
blend_mode–––
collapse–––
comp_name–––
enabled–––
guide_layer–––
in_point–––
layer–yes–
locked–––
motion_blur–––
name–––
opacity–––
out_point–––
parent–––
position–––
quality–––
rotation–––
sampling_quality–––
scale–––
shy–––
solo–––
start_time–––
three_d–––
updates–––

No output schema declared.

No examples provided.

ae_set_text ~69

Edit an existing text layer. Only the arguments you pass are changed.

NameTypeReqDescription
color–––
comp_name–––
font–––
justification–––
layer–yes–
leading–––
size–––
text–––
tracking–––

No output schema declared.

No examples provided.

ae_set_track_matte ~63

Set a layer's track matte: alpha, alpha_inverted, luma, luma_inverted, or none to remove it.

NameTypeReqDescription
comp_name–––
layer–yes–
matte_layer–––
matte_typestring––

No output schema declared.

No examples provided.

ae_shape_op ~99

Add a shape operator to shape layers, or update the one already there. Full notes: docs://tools/ae_shape_op

NameTypeReqDescription
anchor–––
comp_name–––
copies–––
end_opacity–––
layersarrayyes–
offset–––
opstring––
position–––
rotation–––
scale–––
start_opacity–––

No output schema declared.

No examples provided.

ae_split_layer ~37

Split a layer in two at the given time.

NameTypeReqDescription
comp_name–––
layer–yes–
timenumberyes–

No output schema declared.

No examples provided.

ae_stagger ~108

Give N layers the same animation with a progressive offset. Full notes: docs://tools/ae_stagger

NameTypeReqDescription
at_time–––
bpm–––
comp_name–––
delay–––
ease–––
from_layer–––
influencenumber––
layers–yes–
orderstring––
origin–––
property_pathstringyes–
reverseboolean––
total–––

No output schema declared.

No examples provided.

ae_status ~64

Report After Effects install + bridge connection status, and the workspace. This is also where the client is asked for its `roots`, which is the protocol's way of saying where files should go. Asked once per run, and only of a client that advertises them.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

ae_stroke ~101

Set the stroke on shape layers: weight, colour, dashes, caps and joins. Takes a list of layers and applies the lot in one round trip. Full notes: docs://tools/ae_stroke

NameTypeReqDescription
cap–––
color–––
comp_name–––
dash–––
gap–––
join–––
layersarrayyes–
offset–––
width–––

No output schema declared.

No examples provided.

ae_text_animate ~128

Animate live text per character, word or line -- one layer, no outlining. Full notes: docs://tools/ae_text_animate

NameTypeReqDescription
amount–––
at–––
bpm–––
bystring––
comp_name–––
delay–––
directionstring––
distancenumber––
duration–––
ease–––
influencenumber––
layers–yes–
phasestring––
replaceboolean––
stylestring––

No output schema declared.

No examples provided.

ai_add ~108

Draw a primitive: `kind` is `rect`, `ellipse`, `path` or `text`. Full notes: docs://tools/ai_add

NameTypeReqDescription
closedboolean––
font–––
heightnumber––
kindstringyes–
layer–––
points–––
sizenumber––
text–––
widthnumber––
xnumber––
ynumber––

No output schema declared.

No examples provided.

ai_add_layer ~26

Add a new layer to the active Illustrator document.

NameTypeReqDescription
namestringyes–

No output schema declared.

No examples provided.

ai_analyze_layout ~98

Measure the composition: visual hierarchy, inferred roles, alignments, margins, weight per quadrant. Read-only. Turns a picture into numbers you can reason about: which element dominates and by how much, what lines up with what, where the air is.

NameTypeReqDescription
artboardinteger––
layer–––
min_sizeinteger––
strategystring––
tolerancenumber––

No output schema declared.

No examples provided.

ai_apply_clusters ~50

Materialise a clustering proposal into layers or groups. Full notes: docs://tools/ai_apply_clusters

NameTypeReqDescription
clustersarrayyes–
modestring––
parent_layer–––

No output schema declared.

No examples provided.

ai_apply_layout ~87

Materialise a reframe proposal from ai_reframe_layout. By default the artwork is duplicated onto a new artboard beside the original, one layer per cluster, so both formats live in the same document and the source is left untouched.

NameTypeReqDescription
layer_prefixstring––
new_artboardboolean––
offset–––
planobjectyes–

No output schema declared.

No examples provided.

ai_artboard_items ~92

List the items that belong to one artboard, with their ids. `mode`: 'center' (the item's middle is on the board -- the useful default on a storyboard), 'contained' (entirely inside), 'intersect' (merely touches).

NameTypeReqDescription
artboardintegeryes–
layer–––
limitinteger––
modestring––
NameTypeReqDescription
data–yes–
okbooleanyes–

No examples provided.

ai_audit_assets ~39

What the document carries in its panels -- swatches, symbols, styles, images. Full notes: docs://tools/ai_audit_assets

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

ai_audit_for_animation ~71

Find what will break or degrade when this artwork is pushed to After Effects. Triage step for a delivered file: mesh gradients, plugin objects, patterns, broken links, missing fonts, clipping masks, locked/hidden content, generic names, off-artboard junk, CMYK, path count.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

ai_audit_structure ~61

Audit one frame's STRUCTURE with motion eyes: where does the hierarchy lie? Full notes: docs://tools/ai_audit_structure

NameTypeReqDescription
artboardintegeryes–
limitinteger––
max_depthinteger––

No output schema declared.

No examples provided.

ai_auto_name_items ~123

Give readable names to unnamed items. Text names itself from its content, placed images from their file name, and a GROUP from the biggest piece of text inside it -- a group has no attributes of its own, and the word is right there in its children. Full notes: docs://tools/ai_auto_name_items

NameTypeReqDescription
container–––
layer–––
limitinteger––
meaningful_onlyboolean––
only_genericboolean––
prefixstring––
recursiveboolean––

No output schema declared.

No examples provided.

ai_checkpoint ~67

Save a copy of the document before a restructuring pass. Illustrator's undo does not reliably survive a script that touches hundreds of items, so take one of these before anything destructive. Full notes: docs://tools/ai_checkpoint

NameTypeReqDescription
labelstring––
path–––

No output schema declared.

No examples provided.

ai_close_document ~22

Close the active Illustrator document.

NameTypeReqDescription
saveboolean––

No output schema declared.

No examples provided.

ai_cluster_items ~140

Propose how to group loose items. Read-only: nothing is modified. This is the answer to a layer with a thousand unnamed objects. Strategies: proximity (recovers real objects -- pieces of one icon touch each other and sit far from the next), color, type, size, zorder, row. Full notes: docs://tools/ai_cluster_items

NameTypeReqDescription
artboard–––
container–––
layer–––
limitinteger––
max_clusters–––
min_sizeinteger––
prefixstring––
strategystring––
tolerance–––

No output schema declared.

No examples provided.

ai_contact_sheet ~72

Render every artboard small and tile them into one numbered sheet. Full notes: docs://tools/ai_contact_sheet

NameTypeReqDescription
colsinteger––
firstinteger––
last–––
max_diminteger––
path–––
scalenumber––

No output schema declared.

No examples provided.

ai_convert_color_space ~33

Convert the document color space. 'rgb' is what After Effects works in.

NameTypeReqDescription
spacestring––

No output schema declared.

No examples provided.

ai_delete ~65

Delete things: `what` is `items`, `empty_layers`, `off_artboard` or `layer`. Full notes: docs://tools/ai_delete

NameTypeReqDescription
items–––
layer–––
move_items_to–––
whatstringyes–

No output schema declared.

No examples provided.

ai_deselect ~14

Clear the Illustrator selection.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

ai_diff_frames ~82

What changed between two frames of a storyboard -- which is the animation. Full notes: docs://tools/ai_diff_frames

NameTypeReqDescription
artboard_aintegeryes–
artboard_bintegeryes–
detailboolean––
max_depthinteger––
thresholdnumber––
tree_depthinteger––
NameTypeReqDescription
data–yes–
okbooleanyes–

No examples provided.

ai_duplicate_layer ~28

Duplicate a layer with all its contents.

NameTypeReqDescription
layer–yes–
new_name–––

No output schema declared.

No examples provided.

ai_export ~93

Export the active Illustrator document to PNG/SVG/PDF/JPG. Full notes: docs://tools/ai_export

NameTypeReqDescription
artboard_range–––
background_alphaboolean––
formatstring––
pathstringyes–
scaleinteger––
svg_embed_imagesboolean––
svg_precisioninteger––
svg_textstring––

No output schema declared.

No examples provided.

ai_export_artboards ~68

Export every artboard to its own file; the directory is created. Full notes: docs://tools/ai_export_artboards

NameTypeReqDescription
directorystringyes–
formatstring––
name_pattern–––
prefix–––
scaleinteger––

No output schema declared.

No examples provided.

ai_find_items ~128

Find items by any combination of criteria (AND). Returns their stable ids. Full notes: docs://tools/ai_find_items

NameTypeReqDescription
closed–––
color_toleranceinteger––
fill_rgb–––
font–––
generic_names_onlyboolean––
kind–––
layer–––
limitinteger––
max_area–––
min_area–––
name_contains–––
near–––
scan_limitinteger––
text_contains–––
within–––

No output schema declared.

No examples provided.

ai_frame_tree ~58

Everything on one artboard WITH its hierarchy, in artboard-local coordinates. Full notes: docs://tools/ai_frame_tree

NameTypeReqDescription
artboardintegeryes–
limitinteger––
max_depthinteger––
NameTypeReqDescription
data–yes–
okbooleanyes–

No examples provided.

ai_get_selection ~30

Describe the current Illustrator selection (typename + name). Full notes: docs://tools/ai_get_selection

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

ai_group_items ~29

Group items into a single GroupItem.

NameTypeReqDescription
itemsarrayyes–
name–––

No output schema declared.

No examples provided.

ai_inspect_document ~32

Overview of the open document: artboards, color space, item counts by type, fonts, linked images.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

ai_inspect_item ~31

One item in full detail: bounds, fill, stroke, text, children.

NameTypeReqDescription
item–yes–

No output schema declared.

No examples provided.

ai_layer_from_selection ~26

Move the current selection onto a new layer.

NameTypeReqDescription
namestringyes–

No output schema declared.

No examples provided.

ai_layers_from_artboards ~62

Give each artboard its own layer and move its artwork into it. Full notes: docs://tools/ai_layers_from_artboards

NameTypeReqDescription
modestring––
name_from_artboardboolean––
prefixstring––

No output schema declared.

No examples provided.

ai_list_artboards ~27

List artboards with size and position -- what each After Effects comp needs to match.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

ai_list_items ~90

List page items, filterable by layer and typename (PathItem, GroupItem, TextFrame, PlacedItem...). Full notes: docs://tools/ai_list_items

NameTypeReqDescription
container–––
include_hiddenboolean––
kind–––
layer–––
limitinteger––
recursiveboolean––
with_styleboolean––
NameTypeReqDescription
data–yes–
okbooleanyes–

No examples provided.

ai_list_layers ~17

List layers in the active Illustrator document.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

ai_list_layers_tree ~40

The full layer tree including sublayers, with per-layer item counts.

NameTypeReqDescription
include_itemsboolean––
max_itemsinteger––

No output schema declared.

No examples provided.

ai_merge_layers ~37

Move the contents of several layers into one and delete the emptied ones.

NameTypeReqDescription
intostringyes–
layersarrayyes–

No output schema declared.

No examples provided.

Common questions

What is the io.github.VicThor-wpp/mograph-mcp server?

io.github.VicThor-wpp/mograph-mcp is listed in the public MCP registry as io.github.VicThor-wpp/mograph-mcp. Drive Adobe Illustrator and After Effects, and move artwork between them as editable shape layers. This page covers its PyPI package (mograph-mcp).

Is the io.github.VicThor-wpp/mograph-mcp server safe to use?

io.github.VicThor-wpp/mograph-mcp scores 65 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 6 October 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the io.github.VicThor-wpp/mograph-mcp server expose?

io.github.VicThor-wpp/mograph-mcp exposes 126 tools: ai_status, ai_new_document, ai_open_document, ai_save_document, ai_close_document, and 121 more. Their descriptions and schemas cost roughly 8,256 tokens of context every time the server is loaded.

Is the io.github.VicThor-wpp/mograph-mcp server still maintained?

io.github.VicThor-wpp/mograph-mcp is still listed as active in the MCP registry. We last reached this channel on 6 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the io.github.VicThor-wpp/mograph-mcp server under?

io.github.VicThor-wpp/mograph-mcp declares the Apache-2.0 licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.