RRepoGEO

REPOGEO REPORT · LITE

apify/apify-mcp-server

Default branch master · commit ec3ccfe4 · scanned 6/19/2026, 5:52:20 AM

GitHub: 1,356 stars · 173 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
27 /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
1 / 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 apify/apify-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
  • highabout#1
    Update the 'about' description to clarify core function and counter miscategorization

    Why:

    CURRENT
    The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
    COPY-PASTE FIX
    Empowers AI agents to extract structured data from any website (social media, e-commerce, search engines, maps) using thousands of pre-built scrapers from the Apify Store. This is *not* a general-purpose proxy server.
  • mediumtopics#2
    Refine topics to be more specific to AI agent data extraction

    Why:

    CURRENT
    agents, ai, mcp, mcp-server
    COPY-PASTE FIX
    ai-agents, data-extraction, web-scraping, apify, mcp, llm-tools, structured-data
  • lowreadme#3
    Add a prominent section to the README clarifying the server's purpose for AI agents

    Why:

    COPY-PASTE FIX
    Add a new H2 section to the README, ideally near the top, with content like: `## Apify MCP Server: Structured Data for AI Agents` followed by: `The Apify Model Context Protocol (MCP) server provides a seamless bridge for your AI agents to access and extract structured data from virtually any website. Leveraging thousands of ready-made scrapers and automation tools from the Apify Store, it enables AI to gather information from social media, e-commerce platforms, search engines, and more, without the complexity of managing web scraping infrastructure. Crucially, the Apify MCP Server is designed specifically for AI agent integration and is *not* a multi-cloud proxy server or an internal management tool.`

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 apify/apify-mcp-server
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Octoparse
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Octoparse · recommended 2×
  2. ParseHub · recommended 2×
  3. Beautiful Soup · recommended 1×
  4. requests · recommended 1×
  5. Scrapy · recommended 1×
  • CATEGORY QUERY
    How can I enable my AI agent to extract data from social media and e-commerce websites?
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup
    2. requests
    3. Scrapy
    4. Selenium WebDriver
    5. Playwright
    6. Octoparse
    7. ParseHub
    8. Twitter API
    9. Facebook Graph API
    10. Instagram Graph API
    11. Amazon Product Advertising API
    12. eBay API

    AI recommended 12 alternatives but never named apify/apify-mcp-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What services help AI models access structured data from various websites using pre-built scrapers?
    you: not recommended
    AI recommended (in order):
    1. Bright Data
    2. ScraperAPI
    3. Apify
    4. Octoparse
    5. ParseHub
    6. Zyte

    AI recommended 6 alternatives but never named apify/apify-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 apify/apify-mcp-server?
    pass
    AI named apify/apify-mcp-server explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts apify/apify-mcp-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name apify/apify-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?

  • In one sentence, what problem does the repo apify/apify-mcp-server solve, and who is the primary audience?
    pass
    AI did not name apify/apify-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?

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  • Brand-free category queries5 vs 2 in Lite
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