RRepoGEO

REPOGEO REPORT · LITE

excalidraw/excalidraw-mcp

Default branch main · commit 157aa23c · scanned 5/24/2026, 7:11:46 PM

GitHub: 4,532 stars · 401 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface excalidraw/excalidraw-mcp, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-assistant, mcp-app, excalidraw, diagramming, real-time-collaboration, generative-ai, claude, chatgpt
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing the text of the MIT License.
  • mediumreadme#3
    Reposition the README's opening paragraph to emphasize AI assistant integration

    Why:

    CURRENT
    # Excalidraw MCP App Server

MCP server that streams hand-drawn Excalidraw diagrams with smooth viewport camera control and interactive fullscreen editing.
    COPY-PASTE FIX
    # Excalidraw MCP App Server

An MCP (Model Context Protocol) server that integrates Excalidraw's hand-drawn diagrams directly into AI assistants like Claude and ChatGPT, enabling real-time interactive editing with smooth viewport camera control.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface excalidraw/excalidraw-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
excalidraw/excalidraw
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. excalidraw/excalidraw · recommended 2×
  2. konvajs/konva · recommended 2×
  3. fabricjs/fabric.js · recommended 2×
  4. paperjs/paper.js · recommended 1×
  5. pencil-js/pencil · recommended 1×
  • CATEGORY QUERY
    How to integrate a drawing tool for hand-drawn diagrams directly into an AI assistant?
    you: not recommended
    AI recommended (in order):
    1. Excalidraw (excalidraw/excalidraw)
    2. Konva.js (konvajs/konva)
    3. Paper.js (paperjs/paper.js)
    4. Fabric.js (fabricjs/fabric.js)
    5. Pencil.js (pencil-js/pencil)
    6. Rough.js (rough-stuff/rough)
    7. tldraw (tldraw/tldraw)

    AI recommended 7 alternatives but never named excalidraw/excalidraw-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow real-time interactive diagramming with smooth camera control inside an application?
    you: not recommended
    AI recommended (in order):
    1. Excalidraw (excalidraw/excalidraw)
    2. Konva.js (konvajs/konva)
    3. Fabric.js (fabricjs/fabric.js)
    4. GoJS
    5. JointJS (clientIO/joint)
    6. mxGraph
    7. React Flow (xyflow/react-flow)

    AI recommended 7 alternatives but never named excalidraw/excalidraw-mcp. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of excalidraw/excalidraw-mcp?
    pass
    AI named excalidraw/excalidraw-mcp explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts excalidraw/excalidraw-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named excalidraw/excalidraw-mcp explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo excalidraw/excalidraw-mcp solve, and who is the primary audience?
    pass
    AI named excalidraw/excalidraw-mcp explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
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