RRepoGEO

REPOGEO REPORT · LITE

tavily-ai/tavily-mcp

Default branch main · commit 7bcf9075 · scanned 5/11/2026, 1:48:16 AM

GitHub: 1,944 stars · 257 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 tavily-ai/tavily-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 to clarify server's role for AI agents

    Why:

    CURRENT
    # Tavily MCP Server
    COPY-PASTE FIX
    # Tavily MCP Server: Real-time Web Tools for AI Agents & LLM Applications
  • hightopics#2
    Add relevant topics for discoverability

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agents, web-search, data-extraction, web-crawling, site-mapping, real-time, server, llm-tools
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://tavily.com/

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 tavily-ai/tavily-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SerpApi
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. SerpApi · recommended 1×
  2. crummy/BeautifulSoup4 · recommended 1×
  3. psf/requests · recommended 1×
  4. Google Custom Search JSON API · recommended 1×
  5. scrapy/scrapy · recommended 1×
  • CATEGORY QUERY
    How to programmatically perform real-time web searches and extract structured data from pages?
    you: not recommended
    AI recommended (in order):
    1. SerpApi
    2. Beautiful Soup (crummy/BeautifulSoup4)
    3. Requests (psf/requests)
    4. Google Custom Search JSON API
    5. Scrapy (scrapy/scrapy)
    6. Bright Data SERP API
    7. Playwright (microsoft/playwright)
    8. Bing Web Search API
    9. Selenium (SeleniumHQ/selenium)
    10. You.com API
    11. lxml (lxml/lxml)

    AI recommended 11 alternatives but never named tavily-ai/tavily-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are robust tools for systematically crawling websites and generating a site map?
    you: not recommended
    AI recommended (in order):
    1. Screaming Frog SEO Spider
    2. Sitebulb
    3. DeepCrawl
    4. BrightEdge
    5. Botify
    6. XML-Sitemaps.com
    7. Google Search Console

    AI recommended 7 alternatives but never named tavily-ai/tavily-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 tavily-ai/tavily-mcp?
    pass
    AI named tavily-ai/tavily-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 tavily-ai/tavily-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named tavily-ai/tavily-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 tavily-ai/tavily-mcp solve, and who is the primary audience?
    pass
    AI did not name tavily-ai/tavily-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?

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tavily-ai/tavily-mcp — 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