RRepoGEO

REPOGEO REPORT · LITE

MarkusPfundstein/mcp-obsidian

Default branch main · commit 32285e9a · scanned 6/24/2026, 1:02:59 AM

GitHub: 3,964 stars · 458 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
22 /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
1 / 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 MarkusPfundstein/mcp-obsidian, 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
    Clarify "MCP" and the project's purpose in the README's opening

    Why:

    CURRENT
    # MCP server for Obsidian

MCP server to interact with Obsidian via the Local REST API community plugin.
    COPY-PASTE FIX
    # AI Agent Server for Obsidian (MCP)

This server enables **AI agents** to interact with your Obsidian vault programmatically via the Local REST API community plugin. It functions as a **Multi-Agent Communication Protocol (MCP)** endpoint, providing tools for listing, searching, and modifying notes.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    obsidian, ai-agents, rest-api, knowledge-management, llm-tools, agent-framework
  • mediumhomepage#3
    Add a homepage URL to provide more context

    Why:

    COPY-PASTE FIX
    https://glama.ai/mcp/servers/3wko1bhuek

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 MarkusPfundstein/mcp-obsidian
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian API · recommended 2×
  2. Obsidian Advanced URI Plugin · recommended 1×
  3. Obsidian Git Plugin · recommended 1×
  4. Git CLI · recommended 1×
  5. FolderSync · recommended 1×
  • CATEGORY QUERY
    Seeking a solution to enable AI agents to interact with and manage Obsidian notes.
    you: not recommended
    AI recommended (in order):
    1. Obsidian API
    2. Obsidian Advanced URI Plugin
    3. Obsidian Git Plugin
    4. Git CLI
    5. FolderSync
    6. iCloud Drive
    7. Dropbox
    8. Obsidian Memos Plugin

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

    Show full AI answer
  • CATEGORY QUERY
    What's the best way to programmatically search, update, and create files in Obsidian?
    you: not recommended
    AI recommended (in order):
    1. Obsidian API
    2. Obsidian URI Scheme
    3. Dataview Plugin API (blacksmithgu/obsidian-dataview)

    AI recommended 3 alternatives but never named MarkusPfundstein/mcp-obsidian. 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 MarkusPfundstein/mcp-obsidian?
    pass
    AI did not name MarkusPfundstein/mcp-obsidian — 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 MarkusPfundstein/mcp-obsidian in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MarkusPfundstein/mcp-obsidian 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 MarkusPfundstein/mcp-obsidian solve, and who is the primary audience?
    pass
    AI did not name MarkusPfundstein/mcp-obsidian — 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?

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MarkusPfundstein/mcp-obsidian — 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