Scale SERP MCP Server
Equip your AI agent with real-time Google Search data — run organic, news, shopping, and scholar queries effortlessly.
Vinkius AI Gateway soporta streamable HTTP y SSE.
Funciona con todos los agentes de IA que ya usas
…y cualquier cliente compatible con MCP
Scale SERP MCP Server: mira tu AI Agent en acción
Capacidades integradas (10)
custom_search
Performs a highly customized Google search
google_autocomplete
Retrieves Google search autocomplete suggestions
google_images
Searches for images on Google
google_news
Searches for news articles on Google News
google_organic
You can specify a query and an optional geographic location. Performs a standard Google organic search
google_places
Searches for places and local businesses on Google Maps
google_related_questions
Retrieves "People Also Ask" questions from Google
google_scholar
Searches for scholarly articles and research papers
google_shopping
Searches for products on Google Shopping
google_videos
Searches for videos on Google
Lo que este conector desbloquea
Connect Scale SERP to any AI agent to unlock the full power of real-time Google search data. Enable your AI to browse the web intelligently without worrying about anti-bot measures or complex scraping logic.
What you can do
- Comprehensive Web Search — Execute real-time Google queries across text, images, videos, and news localized to specific geographic regions
- E-commerce & Local — Scrape Google Shopping results for pricing data or Google Places for local business intelligence
- Research & SEO — Run predictive auto-complete lookups, extract "People Also Ask" related questions, and pull scholarly articles via Google Scholar
- Advanced Customization — Pass raw JSON options to emulate exact languages, devices, or custom search parameters directly from your agent
How it works
1. Subscribe to this server
2. Enter your Scale SERP API Key
3. Instantly browse Google search results programmatically from Claude, Cursor, or your preferred MCP client
Scale SERP handles the IP rotation and CAPTCHAs, allowing your agent to simply request structured data effortlessly.
Who is this for?
- SEO Specialists & Marketers — track ranking positions, analyze competitors' "People Also Ask" clusters, and explore autocomplete trends
- Researchers — command your AI to gather Google Scholar citations and synthesize multiple papers automatically
- Web Scrapers & Analysts — track Google Shopping price changes across a massive array of queries without server maintenance
Preguntas frecuentes
Dale a tus agentes de IA el poder de Scale SERP
Accede a Scale SERP y a más de 2.000 servidores MCP — listos para que tus agentes los usen, ahora mismo. Sin código pegamento. Sin integraciones personalizadas. Solo conecta el Vinkius AI Gateway y deja que tus agentes trabajen.
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