Use Twitter Microcopy Density Analyzer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Analyze text density and impact for micro-blogging constraints.
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
570ms average. Fast in production.
Twitter Microcopy Density Analyzer is checked daily against the live service.
- Fastest day
- 474ms
- Slowest day
- 763ms
- 14-day trend
- Stable-2%
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 Twitter Microcopy Density Analyzer, so you can see the experience inside your AI.
It does not authenticate your account with Twitter Microcopy Density Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Twitter Microcopy Density Analyzer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_YpF6CmHUHKZxhMAf6nvLTjRE6i91jFYJLgDDWhJZ/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 — Twitter Microcopy Density Analyzer capabilities are ready to use.
{
"mcpServers": {
"twitter-microcopy-density-analyzer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_YpF6CmHUHKZxhMAf6nvLTjRE6i91jFYJLgDDWhJZ/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 Twitter Microcopy Density Analyzer owners ask.
- 01
How does the capability measure punchiness?
It uses compute_punchiness_score to aggregate metrics like filler word count and density. Capabilities available: your_tool_name.
- 02
Can I analyze entire threads?
Yes, use evaluate_sequence_flow to check for structural variety in a series of tweets.
- 03
What is considered a filler word?
The capability specifically penalizes words like 'just', 'really', and 'very'.
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