RRepoGEO

REPOGEO REPORT · LITE

makenotion/notion-mcp-server

Default branch main · commit df04d3f9 · scanned 6/21/2026, 6:21:58 AM

GitHub: 4,449 stars · 583 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
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 makenotion/notion-mcp-server, 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
    Add a clear disclaimer in the README about 'MCP' not referring to Minecraft

    Why:

    COPY-PASTE FIX
    ## Important Clarification: 'MCP' does not refer to Minecraft. This project is solely for integrating with the Notion API.
  • highabout#2
    Update repository description to clarify status and purpose

    Why:

    CURRENT
    Official Notion MCP Server
    COPY-PASTE FIX
    A local server implementation for the Notion API, providing tools for AI agents to manage Notion data. This repository is being sunsetted in favor of the remote Notion MCP.
  • hightopics#3
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    notion, notion-api, ai-agents, developer-tools, api-integration, data-management

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 makenotion/notion-mcp-server
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. OpenAI API · recommended 2×
  4. Haystack · recommended 1×
  5. Microsoft Semantic Kernel · recommended 1×
  • CATEGORY QUERY
    How to build AI agents that can manage structured data and documents in a workspace?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI API
    4. Haystack
    5. Microsoft Semantic Kernel
    6. Airflow
    7. Prefect
    8. Dagster
    9. Pinecone
    10. Weaviate
    11. Qdrant

    AI recommended 11 alternatives but never named makenotion/notion-mcp-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for AI agents to edit content and manage databases efficiently?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers
    3. spaCy
    4. LangChain
    5. LlamaIndex
    6. SQLAlchemy
    7. MongoDB Drivers

    AI recommended 7 alternatives but never named makenotion/notion-mcp-server. 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 makenotion/notion-mcp-server?
    pass
    AI did not name makenotion/notion-mcp-server — 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 makenotion/notion-mcp-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI named makenotion/notion-mcp-server 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 makenotion/notion-mcp-server solve, and who is the primary audience?
    pass
    AI named makenotion/notion-mcp-server 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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makenotion/notion-mcp-server — RepoGEO report