RRepoGEO

REPOGEO REPORT · LITE

tavily-ai/tavily-mcp

Default branch main · commit fc09f6e5 · scanned 6/21/2026, 4:07:47 AM

GitHub: 2,124 stars · 271 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
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 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    web-search, data-extraction, web-crawling, web-mapping, real-time, api, server
  • highreadme#2
    Strengthen the README's opening statement to clarify purpose

    Why:

    CURRENT
    # Tavily MCP Server

The Tavily MCP server provides:
- search, extract, map, crawl tools
- Real-time web search capabilities through the tavily-search tool
- Intelligent data extraction from web pages via the tavily-extract tool
- Powerful web mapping tool that creates a structured map of website 
- Web crawler that systematically explores websites
    COPY-PASTE FIX
    # Tavily MCP Server

Tavily MCP is a production-ready server providing real-time web search, intelligent data extraction, website mapping, and systematic web crawling tools for developers. It offers:
- search, extract, map, crawl tools
- Real-time web search capabilities through the tavily-search tool
- Intelligent data extraction from web pages via the tavily-extract tool
- Powerful web mapping tool that creates a structured map of website 
- Web crawler that systematically explores websites
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    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. Bright Data · recommended 1×
  3. Apify · recommended 1×
  4. ScrapingBee · recommended 1×
  5. Zyte · recommended 1×
  • CATEGORY QUERY
    What tools offer real-time web search and intelligent data extraction from web pages?
    you: not recommended
    AI recommended (in order):
    1. SerpApi
    2. Bright Data
    3. Apify
    4. ScrapingBee
    5. Zyte
    6. Diffbot
    7. Oxylabs

    AI recommended 7 alternatives but never named tavily-ai/tavily-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I systematically crawl websites and create structured maps for data collection?
    you: not recommended
    AI recommended (in order):
    1. Scrapy (scrapy/scrapy)
    2. Portia
    3. Beautiful Soup 4 (crummy/BeautifulSoup4)
    4. Puppeteer (puppeteer/puppeteer)
    5. Apify SDK (apify/apify-sdk-js)
    6. Octoparse
    7. ParseHub

    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 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?

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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