RRepoGEO

REPOGEO REPORT · LITE

exa-labs/exa-mcp-server

Default branch main · commit f7e90323 · scanned 6/26/2026, 1:17:24 AM

GitHub: 4,626 stars · 351 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)

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

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 exa-labs/exa-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
    Update README H1 to clarify "MCP" and project domain

    Why:

    CURRENT
    # Exa MCP Server
    COPY-PASTE FIX
    # Exa Model Context Protocol (MCP) Server for AI Assistants
  • highabout#2
    Update repository description to clarify "MCP" and purpose

    Why:

    CURRENT
    Exa MCP for web search and web crawling!
    COPY-PASTE FIX
    Exa Model Context Protocol (MCP) server: Connect AI assistants to web search, code search, and company research.
  • mediumtopics#3
    Add explicit AI assistant and LLM tool topics

    Why:

    CURRENT
    code-search, codesearch, crawling, mcp, mcp-server, model-context-protocol, web-search, websearch
    COPY-PASTE FIX
    ai-assistants, llm-tools, code-search, codesearch, crawling, mcp, mcp-server, model-context-protocol, web-search, websearch

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 exa-labs/exa-mcp-server
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. Google Custom Search JSON API · recommended 1×
  3. crummy/BeautifulSoup · recommended 1×
  4. psf/requests · recommended 1×
  5. scrapy/scrapy · recommended 1×
  • CATEGORY QUERY
    How can I integrate web search and crawling capabilities into my AI assistant?
    you: not recommended
    AI recommended (in order):
    1. SerpApi
    2. Google Custom Search JSON API
    3. Beautiful Soup (crummy/BeautifulSoup)
    4. Requests (psf/requests)
    5. Scrapy (scrapy/scrapy)
    6. Apify
    7. Bright Data

    AI recommended 7 alternatives but never named exa-labs/exa-mcp-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for adding code search to an AI-powered development environment?
    you: not recommended
    AI recommended (in order):
    1. Sourcegraph (sourcegraph/sourcegraph)
    2. OpenGrok (oracle/opengrok)
    3. Elasticsearch (elastic/elasticsearch)
    4. Kibana (elastic/kibana)
    5. GitHub Code Search
    6. Ripgrep (BurntSushi/ripgrep)
    7. Ctags/Cscope

    AI recommended 7 alternatives but never named exa-labs/exa-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
    pass

  • 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 exa-labs/exa-mcp-server?
    pass
    AI did not name exa-labs/exa-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 exa-labs/exa-mcp-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI named exa-labs/exa-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 exa-labs/exa-mcp-server solve, and who is the primary audience?
    pass
    AI named exa-labs/exa-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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exa-labs/exa-mcp-server — 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