RRepoGEO

REPOGEO REPORT · LITE

ArcadeAI/blueprint-mcp

Default branch main · commit fdd2efb8 · scanned 6/15/2026, 2:07:35 AM

GitHub: 609 stars · 56 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
2 / 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 ArcadeAI/blueprint-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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition README H1 to clarify purpose and avoid Minecraft confusion

    Why:

    CURRENT
    # Blueprint MCP
    COPY-PASTE FIX
    # Blueprint MCP: AI-Powered Codebase & System Architecture Diagram Generator
  • highlicense#2
    Add a LICENSE file to clarify usage rights

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).

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 ArcadeAI/blueprint-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Understand
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Understand · recommended 2×
  2. CodeSee Maps · recommended 2×
  3. Sourcegraph · recommended 2×
  4. PlantUML · recommended 2×
  5. Graphviz · recommended 1×
  • CATEGORY QUERY
    How can I automatically visualize my codebase's architecture to improve understanding?
    you: not recommended
    AI recommended (in order):
    1. Understand
    2. CodeSee Maps
    3. Sourcegraph
    4. PlantUML
    5. Graphviz
    6. Lattix Architect

    AI recommended 6 alternatives but never named ArcadeAI/blueprint-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI-powered tools exist for generating system architecture diagrams from code?
    you: not recommended
    AI recommended (in order):
    1. CodeSee Maps
    2. Sourcegraph
    3. AppMap
    4. Understand
    5. PlantUML
    6. Mermaid.js

    AI recommended 6 alternatives but never named ArcadeAI/blueprint-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
    fail

    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 ArcadeAI/blueprint-mcp?
    pass
    AI did not name ArcadeAI/blueprint-mcp — likely talking about a different project

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

  • If a team adopts ArcadeAI/blueprint-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ArcadeAI/blueprint-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 ArcadeAI/blueprint-mcp solve, and who is the primary audience?
    pass
    AI named ArcadeAI/blueprint-mcp explicitly

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

Embed your GEO score

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MARKDOWN (README)
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ArcadeAI/blueprint-mcp — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite