RRepoGEO

REPOGEO REPORT · LITE

StevenStavrakis/obsidian-mcp

Default branch main · commit 07801f30 · scanned 6/7/2026, 3:42:57 PM

GitHub: 715 stars · 84 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 StevenStavrakis/obsidian-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
  • highreadme#1
    Reposition README H1 and opening sentence for clarity

    Why:

    CURRENT
    # Obsidian MCP Server

An MCP (Model Context Protocol) server that enables AI assistants to interact with Obsidian vaults, providing tools for reading, creating, editing and managing notes and tags.
    COPY-PASTE FIX
    # Obsidian AI Assistant Integration (MCP) Server

This Model Context Protocol (MCP) server enables AI assistants to directly interact with your Obsidian vaults, offering tools to read, create, edit, and manage notes and tags.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    obsidian, ai-assistant, knowledge-base, markdown, nodejs, mcp, personal-knowledge-management
  • mediumhomepage#3
    Add the project homepage URL

    Why:

    COPY-PASTE FIX
    https://smithery.ai/server/obsidian-mcp

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 StevenStavrakis/obsidian-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
fs-extra
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. fs-extra · recommended 2×
  2. Obsidian · recommended 1×
  3. Notion · recommended 1×
  4. logseq/logseq · recommended 1×
  5. laurent22/joplin · recommended 1×
  • CATEGORY QUERY
    Enable AI assistant to read, edit, and manage notes in a personal knowledge base.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Notion
    3. Logseq (logseq/logseq)
    4. Joplin (laurent22/joplin)
    5. Evernote
    6. Google Keep
    7. Google Docs
    8. Google Drive API

    AI recommended 8 alternatives but never named StevenStavrakis/obsidian-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Node.js tool for AI agents to manipulate markdown files and tags in a local vault.
    you: not recommended
    AI recommended (in order):
    1. Obsidian API
    2. gray-matter
    3. fs-extra
    4. unified
    5. remark
    6. markdown-it
    7. js-yaml
    8. fs-extra

    AI recommended 8 alternatives but never named StevenStavrakis/obsidian-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 StevenStavrakis/obsidian-mcp?
    pass
    AI named StevenStavrakis/obsidian-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 StevenStavrakis/obsidian-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named StevenStavrakis/obsidian-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 StevenStavrakis/obsidian-mcp solve, and who is the primary audience?
    pass
    AI named StevenStavrakis/obsidian-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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