Use Enterprise Feature Adoption Depth with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Quantify customer integration, stickiness, 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 Feature Adoption Depth capability set.
These are the exact actions your AI can choose when you ask it to work with Enterprise Feature Adoption Depth.
01-04
4 capabilities in this set.
Part of 4 available through Enterprise Feature Adoption Depth.
- 01
Analyze feature stickiness
Analyzes the strength of a customer's attachment to specific features
- 02
Calculate adoption depth
Calculates how deeply a customer is integrated into the product ecosystem
- 03
Evaluate training efficacy
Evaluates whether low adoption is due to user ignorance or product friction
- 04
Identify expansion opportunities
Identifies potential features for sales or success teams to pitch to a customer
One connector, every AI
Enterprise Feature Adoption Depth 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 Feature Adoption Depth 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
915ms average. Fast in production.
Enterprise Feature Adoption Depth is checked daily against the live service.
- Fastest day
- 794ms
- Slowest day
- 963ms
- 14-day trend
- Slowing+19%
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 Feature Adoption Depth, so you can see the experience inside your AI.
It does not authenticate your account with Enterprise Feature Adoption Depth. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Enterprise Feature Adoption Depth Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_UsguPH4Ijnm4tP29HTqojnoPXK0srhaK35vxD77h/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 Feature Adoption Depth capabilities are ready to use.
{
"mcpServers": {
"enterprise-feature-adoption-depth-mcp": {
"url": "https://edge.vinkius.com/vk_preview_UsguPH4Ijnm4tP29HTqojnoPXK0srhaK35vxD77h/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 Feature Adoption Depth owners ask.
- 01
How does this capability help prevent churn?
By using analyze_feature_stickiness, you can identify if a customer is utilizing core feature combinations that create high value, which is a strong indicator of retention.
- 02
Can I identify which features to pitch to a customer?
Yes, the identify_expansion_opportunities capability analyzes the gap between available features and current usage to recommend the best next steps for sales teams.
- 03
How is adoption depth calculated?
The calculate_adoption_depth capability uses a weighted combination of feature breadth and usage intensity, adjusted by whether the user has completed training.
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