RRepoGEO

REPOGEO REPORT · LITE

nspady/google-calendar-mcp

Default branch main · commit 5f301a00 · scanned 7/1/2026, 9:47:13 AM

GitHub: 1,150 stars · 320 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 nspady/google-calendar-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 opening to clarify target audience and purpose

    Why:

    CURRENT
    # Google Calendar MCP Server

A Model Context Protocol (MCP) server that provides Google Calendar integration for AI assistants like Claude.
    COPY-PASTE FIX
    # Google Calendar MCP Server

This is a Model Context Protocol (MCP) *backend server* for developers building AI assistants (e.g., Claude, ChatGPT) that need to manage Google Calendar events. It is designed to be integrated into AI applications, not used as a standalone end-user scheduling tool.
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    google-calendar, ai-assistant, mcp, model-context-protocol, calendar-api, event-management, multi-account, scheduling, backend, developer-tool
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    [Add a link to a project website, documentation, or demo here]

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 nspady/google-calendar-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zapier
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier · recommended 2×
  2. Make.com · recommended 1×
  3. IFTTT · recommended 1×
  4. Google Apps Script · recommended 1×
  5. Dialogflow · recommended 1×
  • CATEGORY QUERY
    How to integrate Google Calendar event management with an AI assistant?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. Make.com
    3. IFTTT
    4. Google Apps Script
    5. Dialogflow
    6. Google Cloud AI Platform
    7. Amazon Lex
    8. Google Calendar API
    9. Microsoft Power Automate

    AI recommended 9 alternatives but never named nspady/google-calendar-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a solution for managing multiple Google Calendars, detecting conflicts, and smart scheduling.
    you: not recommended
    AI recommended (in order):
    1. Reclaim.ai
    2. Clockwise
    3. Fantastical
    4. Acuity Scheduling
    5. Calendly
    6. Zapier
    7. Make

    AI recommended 7 alternatives but never named nspady/google-calendar-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 nspady/google-calendar-mcp?
    pass
    AI did not name nspady/google-calendar-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 nspady/google-calendar-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nspady/google-calendar-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 nspady/google-calendar-mcp solve, and who is the primary audience?
    pass
    AI named nspady/google-calendar-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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  • Brand-free category queries5 vs 2 in Lite
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