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Connect Scale SERP to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Give your agent live web data without the scraping headaches.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Scale SERP.

  1. 01

    Google places

    This capability searches for local businesses and physical locations using Google Maps data.

  2. 02

    Google shopping

    Use this to pull real-time product listings and pricing from Google Shopping.

  3. 03

    Google videos

    This capability retrieves video search results directly from Google.

  4. 04

    Google images

    Get image search results from Google through this capability.

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Scale SERP.

  1. 05

    Google organic

    This capability performs standard Google organic searches and supports specific geographic locations.

  2. 06

    Google related questions

    Pull the 'People Also Ask' question clusters from Google search results.

  3. 07

    Google scholar

    This capability searches for academic papers and scholarly articles via Google Scholar.

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Scale SERP.

  1. 08

    Google news

    Fetch the latest news articles from Google News.

  2. 09

    Custom search

    This capability allows for highly specific Google searches using custom parameters.

  3. 10

    Google autocomplete

    Get real-time Google search autocomplete suggestions.

Real work

What teams actually run

01

Competitive Price Tracking

An agent monitors Google Shopping to alert you when a competitor changes their pricing.

02

Academic Literature Reviews

A researcher asks their agent to find and summarize the latest papers on a specific topic.

03

Local Market Research

A business owner uses the agent to find top-rated competitors in a specific city via Google Places.

04

Content Strategy

An SEO professional uses the agent to pull autocomplete suggestions for new content ideas.

Automate a task

Put Scale SERP to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Scale SERP works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Scale SERP to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

911ms average. Fast in production.

Scale SERP is checked daily against the live service.

Daily averagePeak 1076ms
Oct 5Today
Fastest day
803ms
Slowest day
1076ms
14-day trend
Slowing+8%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Scale SERP, so you can see the experience inside your AI.

It does not authenticate your account with Scale SERP. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Scale SERP Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Scale SERP capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "scale-serp-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_dMD2KhUmb0oaQLgYzelDgFNnqNdo9BlWTbb0K4Ek/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Scale SERP in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Scale SERP owners hand off.

This MCP is built for professionals who need to feed live web intelligence into their AI workflows.

  • 01

    SEO Specialists

    They hand off competitor analysis and keyword trend tracking to their agent.

  • 02

    Researchers

    They use the agent to gather and synthesize citations from academic papers.

  • 03

    Market Analysts

    They delegate price monitoring and local business intelligence to their AI client.

FAQ

Questions Scale SERP owners ask.

  • 01

    How does this MCP handle bot detection?

    Scale SERP handles all IP rotation and CAPTCHAs automatically. Your agent receives clean data without being blocked.

  • 02

    Which AI clients can I use with this?

    You can use this MCP with any compatible client, including Claude, Cursor, and Windsurf.

  • 03

    Can I perform searches for specific countries?

    Yes, you can specify geographic locations for organic searches to get localized results.

  • 04

    Do I need to manage my own proxies?

    No, the Scale SERP infrastructure manages all the proxy and rotation logic for you.

  • 05

    What kind of data does the agent receive?

    The agent receives structured JSON data, making it easy to parse and use for tasks like summarization or analysis.

  • 06

    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.

  • 07

    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.

  • 08

    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.

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