Use Twitter Thread Optimizer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Split long-form text into character-compliant Twitter/X threads with optimal sentence preservation.
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 · 3 capabilities
The complete Twitter Thread Optimizer capability set.
These are the exact actions your AI can choose when you ask it to work with Twitter Thread Optimizer.
01-03
3 capabilities in this set.
Part of 3 available through Twitter Thread Optimizer.
- 01
Calculate fragmentation impact
Returns preservation score and risk index. Evaluates the structural quality of the generated thread
- 02
Generate thread chunks
Returns an array of tweets and the total count. Splits raw text into a valid array of tweet strings with counters
- 03
Validate thread compliance
Returns compliance status and violation details. Verifies that a list of strings obeys Twitter/X rules
Observed, not estimated
622ms average. Fast in production.
Twitter Thread Optimizer is checked daily against the live service.
- Fastest day
- 466ms
- Slowest day
- 748ms
- 14-day trend
- Slowing+46%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Thread Optimizer, so you can see the experience inside your AI.
It does not authenticate your account with Twitter Thread Optimizer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Twitter Thread Optimizer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_KKpWMjt9XidFk2zhRJ9WiYqt91GfOtnaRJXa1nvo/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 Thread Optimizer capabilities are ready to use.
{
"mcpServers": {
"twitter-thread-chunking-optimizer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_KKpWMjt9XidFk2zhRJ9WiYqt91GfOtnaRJXa1nvo/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 Thread Optimizer owners ask.
- 01
How does the capability ensure words aren't split in half?
The engine uses word-boundary splitting logic. When a character limit is approached, it looks back to the nearest whitespace to finalize the current tweet chunk.
- 02
What does the preservation score represent?
The calculate_fragmentation_impact capability provides a preservation score, which is the percentage of original sentences that remain entirely within a single tweet.
- 03
Does it account for the thread counter length?
Yes. The capability dynamically calculates the space required for counters (e.g., '1/9' vs '1/10') and adjusts the available character budget accordingly.
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