Keyword Intent Classifier Connector for AI agents.
2 live capabilities
Map search queries to marketing funnel stages and SEO categories
Waiting for input…
Why people use Keyword Intent Classifier
Keyword Intent Classifier for automated SEO audit workflows
The Keyword Intent Classifier changes that. You just hand your list to your agent, and it sorts everything by intent, length, and funnel stage in one go. You get a ready-to-use content plan instead of a messy spreadsheet.
What Vinkius changes
You get a categorized SEO roadmap instead of a raw list of words.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Competitor audit analysis
An SEO manager has 5,000 keywords from a competitor audit.
- Real-world use case 02
Ad spend prioritization
A growth lead needs to know which keywords to bid on.
- Real-world use case 03
Content pillar development
A content team is overwhelmed by 'how-to' queries.
Complete set · 2capabilities
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 Capability
Classify keyword
Check a single search term to see if it's informational, navigational, commercial, or transactional. Use this for quick, one-off queries.
- 02 Capability
Classify keywords batch
Send a huge list of keywords to get a bulk classification of intent, length, and funnel stage. This is great for processing large datasets quickly.
Set up in minutes
One URL. Then ask Keyword Intent Classifier to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Keyword Intent Classifier 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_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 Keyword Intent Classifier, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Keyword Intent Classifier for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 Keyword Intent Classifier URL.
- Step 03
Save and start
Save the connection and enable Keyword Intent Classifier in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"keyword-intent-classifier": {
"url": "https://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 Keyword Intent Classifier
Open Agent mode in chat and ask: "Using Keyword Intent Classifier, help me...". 2 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"keyword-intent-classifier": {
"url": "https://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 Keyword Intent Classifier
Ask Copilot: "Using Keyword Intent Classifier, help me...". 2 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"keyword-intent-classifier": {
"url": "https://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 Keyword Intent Classifier
Open Cascade and ask: "Using Keyword Intent Classifier, help me...". 2 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"keyword-intent-classifier": {
"url": "https://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 Keyword Intent Classifier
Ask Cline: "Using Keyword Intent Classifier, help me...". 2 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add keyword-intent-classifier --transport http "https://edge.vinkius.com/vk_preview_0HFyMr18a5SCMjbAcS51gRSMFKZCmAYoAP12SRCW/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 Keyword Intent Classifier
Ask Claude: "Using Keyword Intent Classifier, show me...". 2 tools are ready
Where the request belongs
Work Keyword Intent Classifier can move forward.
This is for the SEO manager drowning in spreadsheets and the growth marketer trying to figure out which keywords actually lead to sales.
SEO Manager
Uses this to categorize thousands of keywords from a competitor audit into an actionable content plan.
Content Strategist
Uses this to map out a quarterly content calendar by funnel stage to ensure a balanced mix of topics.
Growth Marketer
Uses this to identify high-intent transactional terms for more efficient ad spend.
Copywriter
Uses this to quickly check the 'vibe' of a search query before drafting a landing page.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
Content Gap Identifier
Identify missing keywords and topics by comparing your content against competitors using TF density analysis.
SEO Content Brief Scorer
Audit content briefs for SEO health, keyword placement, and heading hierarchy.
Voice Search Optimization Analyzer
Analyze content for featured snippet and voice search suitability.
SEO On-Page Copy Analyzer
Analyze keyword density, meta tag truncation, and heading coverage for SEO optimization.
Clearscope
Optimize content via Clearscope. create SEO reports, grade drafts using NLP, perform keyword research, and audit SERP competitors directly from any AI agent.
MarketMuse (AI Content Strategy & SEO)
Plan and optimize content via MarketMuse AI. analyze topic authority, generate content briefs, and audit SEO performance.
Bring your own AI
Change the model, client or framework. Keep Keyword Intent Classifier connected.
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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 Keyword Intent Classifier.
The practical details behind the request, access and result.
Can Keyword Intent Classifier sort my SEO keywords?
Yes, it automatically categorizes your keywords by intent, length, and funnel stage. This helps you turn a raw list of terms into a structured SEO strategy.
How does Keyword Intent Classifier help with content planning?
It maps your keywords to TOFU, MOFU, and BOFU stages. This allows you to see exactly where your content fits in the buyer's journey so you can plan a balanced content mix.
Does Keyword Intent Classifier work for long-tail keywords?
Yes, it specifically identifies whether a term is a broad head term, a body term, or a long-tail query. This helps you target more specific, lower-competition search terms.
Can I use Keyword Intent Classifier to find buying signals?
Absolutely. It flags commercial and transactional intent, making it easy to identify which keywords are most likely to lead to a direct sale or conversion.
How many keywords can Keyword Intent Classifier handle at once?
You can process large lists of keywords in bulk. This makes it ideal for analyzing hundreds or thousands of terms from a competitor audit or a broad research session.
What marketing funnel stages does Keyword Intent Classifier identify?
It maps keywords to TOFU (Top of Funnel), MOFU (Middle of Funnel), and BOFU (Bottom of Funnel). This ensures your marketing efforts align with the user's level of readiness.
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.
What are the funnel stages?
Keywords are mapped to TOFU (Informational), MOFU (Commercial/Navigational), or BOFU (Transactional) based on their detected intent.
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.
One connection away
Give your agent a direct line to Keyword Intent Classifier.
Connect Keyword Intent Classifier once. Keep it beside 6,100+ managed Connectors when the next task needs more.
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