Scale SERP Connector for AI agents.
10 live capabilities
Get real-time Google search results and market data for your agent.
Waiting for input…
Why people use Scale SERP
Scale SERP for Real-Time Google Search Data
With Scale SERP, your agent does the heavy lifting. You just ask for the data, and it comes back as a clean list you can actually use. It turns a three-hour research task into a three-second query.
What Vinkius changes
You get structured Google data without the headache of maintaining a scraper.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Competitor Analysis
An SEO manager asks the agent to find the top 5 results for a target keyword in London and list the titles.
- Real-world use case 02
Academic Review
A student asks the agent to find the three most cited papers on quantum computing from Google Scholar.
- Real-world use case 03
Price Monitoring
A retail analyst asks the agent to check the current price of a specific laptop on Google Shopping.
Complete set · 10capabilities
The complete Scale SERP capability set.
These are the exact actions your AI can choose when you ask it to work with Scale SERP.
01—04
4 capabilities in this set.
Part of 10 available through Scale SERP.
- 01 Capability
Google organic
Performs a standard organic search for a query in a specific location. It provides the primary search results you see on the main page.
- 02 Capability
Google places
Searches for local businesses and locations on Google Maps. Use this to find physical addresses and business details.
- 03 Capability
Google related questions
Pulls People Also Ask questions from Google results. This helps your agent understand common user questions and intent.
- 04 Capability
Google scholar
Finds scholarly articles and academic research papers. It is perfect for pulling citations and peer-reviewed studies.
05—07
3 capabilities in this set.
Part of 10 available through Scale SERP.
- 05 Capability
Google shopping
Scrapes product results and pricing from Google Shopping. This lets your agent track prices and product availability.
- 06 Capability
Google videos
Pulls video results from Google for specific search terms. Use it to find visual content or video tutorials.
- 07 Capability
Google images
Retrieves image search results from Google. This is useful for finding visual references or specific image types.
08—10
3 capabilities in this set.
Part of 10 available through Scale SERP.
- 08 Capability
Google news
Fetches the latest news articles from Google News. Keep your agent updated on current events and headlines.
- 09 Capability
Custom search
Executes a highly customized search with specific parameters. This gives you more control over how the agent filters results.
- 10 Capability
Google autocomplete
Gets the autocomplete suggestions that appear as people type. Use this to see what people are actually looking for in real-time.
Set up in minutes
One URL. Then ask Scale SERP to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Scale SERP from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Scale SERP, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Scale SERP for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Scale SERP URL.
- Step 03
Save and start
Save the connection and enable Scale SERP in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"scale-serp": {
"url": "https://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Scale SERP
Open Agent mode in chat and ask: "Using Scale SERP, help me...". 10 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"scale-serp": {
"url": "https://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Scale SERP
Ask Copilot: "Using Scale SERP, help me...". 10 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"scale-serp": {
"url": "https://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Scale SERP
Open Cascade and ask: "Using Scale SERP, help me...". 10 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"scale-serp": {
"url": "https://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Scale SERP
Ask Cline: "Using Scale SERP, help me...". 10 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add scale-serp --transport http "https://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Scale SERP
Ask Claude: "Using Scale SERP, show me...". 10 tools are ready
Where the request belongs
Work Scale SERP can move forward.
This is for SEO pros who need to track rankings, researchers hunting for citations, and data analysts who need to monitor pricing across the web without getting blocked.
SEO Specialist
Tracks competitor keywords and analyzes People Also Ask clusters to build content plans.
Academic Researcher
Commands the agent to find and summarize specific papers from Google Scholar.
E-commerce Analyst
Monitors price fluctuations on Google Shopping for hundreds of products at once.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse ConnectorsValueSERP
Bring real-time Google Search data into your AI agent. Search organically, find images, news, scholars, and related questions without getting blocked.
SerpApi
Scrape search engine results. audit Google, Bing, and YouTube via AI.
Zenserp
Scrape live search engine results (SERP) from Google, Bing, Yandex, and DuckDuckGo using Zenserp's high-speed API.
Oxylabs SERP
Extract structured search engine results via Oxylabs. scrape Google, Bing, Yandex, Baidu, and YouTube rankings directly from your AI agent.
Serper
Fast, affordable Google Search API. get real-time SERP results, news, and images with 2,500 free searches per month.
SERPHouse
Grant your AI agent unfiltered real-time access to Google and Bing SERP data to scrape organic search results and dynamic pricing.
Bring your own AI
Change the model, client or framework. Keep Scale SERP connected.
-
Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Scale SERP.
The practical details behind the request, access and result.
How does Scale SERP help my AI agent see Google results?
It gives your agent a direct way to request search data without getting blocked by bot detection. Your agent gets clean results instantly.
Can Scale SERP find products for me?
Yes, you can use it to pull pricing and info from Google Shopping directly into your chat. It makes tracking prices much faster.
Does Scale SERP work for international searches?
It does. You can tell your agent to look for results in specific geographic locations to see what people in other countries see.
Can I use Scale SERP for academic research?
Yes, it includes a way to pull articles and papers specifically from Google Scholar. It is great for finding citations and papers.
Will my AI client get blocked by Google?
No, this Connector handles the IP rotation and CAPTCHAs so your agent stays active and your data stays reliable.
Can I see what people are asking on Google?
Yes, it can pull People Also Ask questions to help you understand search intent and what your audience is actually looking for.
Can the AI generate content ideas by analyzing Google 'Related Questions'?
Yes. This is a very common SEO workflow. You can prompt the agent: 'Find the related questions for "how to bake sourdough" and write a blog outline covering them'. The agent uses google_related_questions to pull the PAA (People Also Ask) boxes directly from Google and drafts your content.
Is it possible to track market prices in Google Shopping?
Absolutely. You can run the google_shopping capability with a product query like 'iPhone 15 Pro 256GB'. Scale SERP will return the top structured shopping results, allowing the AI to summarize the lowest, highest, and median prices for you instantly.
How does the agent do location-aware searches?
When using google_organic or custom_search, you can specify a location (e.g., 'London, UK' or a specific GL country code). Scale SERP ensures the query is routed exactly as if you were physically browsing from that region, avoiding default IP bias.
One connection away
Give your agent a direct line to Scale SERP.
Connect Scale SERP once. Keep it beside 5,900+ managed Connectors when the next task needs more.
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