Use Enterprise Seat Expansion with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate seat growth, adoption trends, and expansion opportunities.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Enterprise Seat Expansion capability set.
These are the exact actions your AI can choose when you ask it to work with Enterprise Seat Expansion.
01-04
4 capabilities in this set.
Part of 4 available through Enterprise Seat Expansion.
- 01
Analyze account trend
] Determine the direction and velocity of seat adoption
- 02
Calculate expansion metrics
Calculate high-level growth performance metrics over a specific period
- 03
Evaluate adoption depth
Assess product embedding via departmental and use-case spread
- 04
Identify expansion opportunities
Identify accounts primed for additional seat purchases
One connector, every AI
Enterprise Seat Expansion works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Enterprise Seat Expansion to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
916ms average. Fast in production.
Enterprise Seat Expansion is checked daily against the live service.
- Fastest day
- 903ms
- Slowest day
- 1015ms
- 14-day trend
- Improving-11%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Enterprise Seat Expansion, so you can see the experience inside your AI.
It does not authenticate your account with Enterprise Seat Expansion. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Enterprise Seat Expansion Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_x1q8eSQQx4bErgycrKvP236TgWH9QtHjvBNw1weA/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 — Enterprise Seat Expansion capabilities are ready to use.
{
"mcpServers": {
"enterprise-seat-expansion-analytics-mcp": {
"url": "https://edge.vinkius.com/vk_preview_x1q8eSQQx4bErgycrKvP236TgWH9QtHjvBNw1weA/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
Guided setup for Claude? link.label
FAQ
Questions Enterprise Seat Expansion owners ask.
- 01
How do I calculate the expansion rate?
You can use the calculate_expansion_metrics capability by providing the initial seats, current seats, and the time period in months.
- 02
Can I identify accounts ready for more seats?
Yes, the identify_expansion_opportunities capability flags accounts based on utilization rates and expansion triggers.
- 03
How is adoption depth measured?
The evaluate_adoption_depth capability assesses embedding by looking at the number of departments and functional use cases active in the account.
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