Use Keyword Intent Classifier with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Categorize search keywords by intent, length, and marketing funnel stage.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 2 capabilities
The complete Keyword Intent Classifier capability set.
These are the exact actions your AI can choose when you ask it to work with Keyword Intent Classifier.
01-02
2 capabilities in this set.
Part of 2 available through Keyword Intent Classifier.
- 01
Classify keyword
Classify a single keyword into an intent category
- 02
Classify keywords batch
Classify a list of keywords in bulk
Observed, not estimated
617ms average. Fast in production.
Keyword Intent Classifier is checked daily against the live service.
- Fastest day
- 520ms
- Slowest day
- 723ms
- 14-day trend
- Slowing+14%
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.
https://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Keyword Intent Classifier capabilities are ready to use.
{
"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
FAQ
Questions Keyword Intent Classifier owners ask.
- 01
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.
- 02
What are the funnel stages?
Keywords are mapped to TOFU (Informational), MOFU (Commercial/Navigational), or BOFU (Transactional) based on their detected intent.
- 03
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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