RRepoGEO

REPOGEO REPORT · LITE

jacksteamdev/obsidian-mcp-tools

Default branch main · commit 44f08c00 · scanned 6/13/2026, 3:46:29 AM

GitHub: 825 stars · 118 forks

AI VISIBILITY SCORE
28 /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
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 jacksteamdev/obsidian-mcp-tools, 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
  • highabout#1
    Clarify 'MCP' in the About description to prevent Minecraft confusion

    Why:

    CURRENT
    Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.
    COPY-PASTE FIX
    Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any Model Context Protocol (MCP) client. This is NOT related to Minecraft.
  • hightopics#2
    Update topics to include 'Obsidian' and 'AI' for better category visibility

    Why:

    CURRENT
    mcp, mcp-server, model-context-protocol
    COPY-PASTE FIX
    obsidian, obsidian-plugin, ai, large-language-models, llm, model-context-protocol, mcp
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/jacksteamdev/obsidian-mcp-tools

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 jacksteamdev/obsidian-mcp-tools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian BMO Chatbot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian BMO Chatbot · recommended 2×
  2. Obsidian Linter · recommended 2×
  3. Obsidian Smart Connections · recommended 1×
  4. Text Generator Plugin · recommended 1×
  5. OpenAI · recommended 1×
  • CATEGORY QUERY
    I want to use AI to chat with my notes in Obsidian, what are my options?
    you: not recommended
    AI recommended (in order):
    1. Obsidian Smart Connections
    2. Text Generator Plugin
    3. OpenAI
    4. Anthropic
    5. Ollama
    6. Obsidian BMO Chatbot
    7. Obsidian Linter
    8. Llama 3
    9. Mistral
    10. Gemma
    11. Obsidian Copilot

    AI recommended 11 alternatives but never named jacksteamdev/obsidian-mcp-tools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best plugins for integrating AI with my Obsidian knowledge base?
    you: not recommended
    AI recommended (in order):
    1. Text Generator
    2. Smart Connections
    3. Obsidian BMO Chatbot
    4. Copilot
    5. Obsidian Linter

    AI recommended 5 alternatives but never named jacksteamdev/obsidian-mcp-tools. 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 jacksteamdev/obsidian-mcp-tools?
    pass
    AI did not name jacksteamdev/obsidian-mcp-tools — 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 jacksteamdev/obsidian-mcp-tools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jacksteamdev/obsidian-mcp-tools 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 jacksteamdev/obsidian-mcp-tools solve, and who is the primary audience?
    pass
    AI named jacksteamdev/obsidian-mcp-tools explicitly

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

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jacksteamdev/obsidian-mcp-tools — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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