SERP Scraper MCP Server

Source code lives in the main repo: BlackHole/mcp-servers/serp-scraper

This repo exists for discoverability. All code, issues, and PRs go to the main repo.

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Extract structured search results from Google and Bing for AI agents. Organic results, ads, featured snippets, People Also Ask, related searches -- all parsed and structured.

Free alternative to SerpApi ($50/mo), DataForSEO ($50/mo), and Serper.dev ($50/mo).

Why This Tool?

Feature	This Tool	SerpApi	DataForSEO	Serper.dev
Free to use	Yes	$50/mo	$50/mo	$50/mo
MCP server (for AI agents)	Yes	No	No	No
Organic results	Yes	Yes	Yes	Yes
Ads extraction	Yes	Yes	Yes	No
Featured snippets	Yes	Yes	Yes	Yes
People Also Ask	Yes	Yes	Yes	Yes
Related searches	Yes	Yes	Yes	Yes
Keyword research	Yes	No	Yes	No
Rank checking	Yes	No	Yes	No
Google + Bing	Yes	Yes	Yes	Google only
No API key needed	Yes	No	No	No

Quick Start

git clone https://github.com/dppalukuri/BlackHole.git
cd BlackHole/mcp-servers/serp-scraper
pip install -r requirements.txt
playwright install chromium
python server.py

Add to Claude Desktop / Cursor config:

{
  "mcpServers": {
    "serp-scraper": {
      "command": "python",
      "args": ["/path/to/BlackHole/mcp-servers/serp-scraper/server.py"]
    }
  }
}

Tools

Tool	Description
search_google	Full Google SERP extraction (organic, ads, PAA, snippets)
search_bing	Bing search with structured results
keyword_research	Multi-keyword SEO analysis
check_ranking	Check domain ranking position for a keyword

Use Cases

• SEO auditing: Check where your site ranks for target keywords
• Competitor analysis: See who ranks above you and what ads they run
• Content research: Mine PAA questions and related searches for content ideas
• Ad intelligence: See who's bidding on your keywords

Part of the BlackHole MCP Suite

Server	Description
Google Maps Extractor	Lead gen with email enrichment
SERP Scraper	Google & Bing search results (this one)
LinkedIn Scraper	Profiles, jobs, companies
CAPTCHA Solver	Free CAPTCHA solving for AI agents
UAE Real Estate	Property search across UAE platforms

License

MIT