Use Keyword Density Analyzer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate keyword frequency, density percentage, and spatial distribution in text to optimize SEO content.
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.
Observed, not estimated
581ms average. Fast in production.
Keyword Density Analyzer is checked daily against the live service.
- Fastest day
- 456ms
- Slowest day
- 695ms
- 14-day trend
- Slowing+24%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 0 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 Density Analyzer, so you can see the experience inside your AI.
It does not authenticate your account with Keyword Density Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Keyword Density Analyzer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_3HTLr4SUxluqOuvTeW1Z2IdFr6uODvjFf5VFhprs/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 Density Analyzer capabilities are ready to use.
{
"mcpServers": {
"keyword-density-analyzer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_3HTLr4SUxluqOuvTeW1Z2IdFr6uODvjFf5VFhprs/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 Density Analyzer owners ask.
- 01
How do I check if my keyword density is too high?
Use the check_density_compliance capability with your calculated percentage to see if it falls into the 'High' risk tier. Capabilities available: your_tool_name.
- 02
Can I see where keywords are located in my text?
Yes, the map_keyword_distribution capability provides the exact word indices and relative positions of every occurrence.
- 03
What is the ideal keyword density?
For optimal SEO performance, aim for a density between 1% and 3%.
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