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Connect Keyword Intent Classifier to ChatGPT and Claude

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. Turn raw keyword lists into organized marketing data.

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 · 2 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-02

2 capabilities in this set.

Part of 2 available through Keyword Intent Classifier.

  1. 01

    Classify keyword

    This capability analyzes a single keyword to determine its intent category.

  2. 02

    Classify keywords batch

    This capability processes a large list of keywords at once to categorize them in bulk.

Real work

What teams actually run

01

Content Planning

Use the funnel mapping to find TOFU keywords for blog posts.

02

SEO Audits

Group existing keyword rankings by intent to find gaps in your strategy.

03

Ad Campaign Setup

Isolate transactional keywords to target users ready to purchase.

04

Keyword Research

Process large batches of new keyword ideas to see their length distribution.

One connector, every AI

Keyword Intent Classifier 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 Keyword Intent Classifier 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

669ms average. Fast in production.

Keyword Intent Classifier is checked daily against the live service.

Daily averagePeak 793ms
Oct 3Today
Fastest day
528ms
Slowest day
793ms
14-day trend
Improving-6%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 2 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 Keyword Intent Classifier, so you can see the experience inside your AI.

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

Keyword Intent Classifier Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 — Keyword Intent Classifier capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "keyword-intent-classifier-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 Keyword Intent Classifier in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Keyword Intent Classifier owners hand off.

SEO professionals and content marketers use this to organize search data for strategic planning.

  • 01

    SEO Specialist

    Hands off raw keyword research to the AI to organize content clusters.

  • 02

    Content Strategist

    Uses the funnel mapping to decide what topics to write about next.

  • 03

    Digital Marketer

    Sorts keywords by intent to align ad spend with buyer stages.

FAQ

Questions Keyword Intent Classifier owners ask.

  • 01

    What kind of intent categories does this MCP provide?

    It classifies keywords into Informational, Navigational, Commercial, or Transactional categories.

  • 02

    Can I process a large list of keywords at once?

    Yes, you can use the batch classification capability to process multiple keywords in one request.

  • 03

    How does it help with SEO strategy?

    It maps keywords to the marketing funnel (TOFU, MOFU, BOFU) and identifies keyword length, which helps in planning content.

  • 04

    Which AI clients can use this MCP?

    You can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 05

    Does this MCP require me to host anything?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 06

    How does the classification work?

    The engine uses a predefined lexicon of intent-signal modifiers like 'how to', 'buy', or 'best' to assign categories and confidence scores.

  • 07

    What are the funnel stages?

    Keywords are mapped to TOFU (Informational), MOFU (Commercial/Navigational), or BOFU (Transactional) based on their detected intent.

  • 08

    Can I process multiple keywords at once?

    Yes, you can use the batch_classify_keywords_tool to analyze an array of keywords and receive a summary of their distribution.

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