Use Enterprise Integration Scorer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Quantify technical effort, risk, and resource needs for enterprise software integrations.
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 Integration Scorer capability set.
These are the exact actions your AI can choose when you ask it to work with Enterprise Integration Scorer.
01-04
4 capabilities in this set.
Part of 4 available through Enterprise Integration Scorer.
- 01
Assess resource needs
Determines the specific types and quantities of human capital required for the project
- 02
Calculate integration complexity
Provides a high-level assessment of the total complexity, time, and resource needs for a specific deal
- 03
Estimate implementation timeline
Provides a detailed breakdown of the project phases
- 04
Evaluate data migration risk
Specifically analyzes the risks associated with the data migration portion of the integration
One connector, every AI
Enterprise Integration Scorer 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 Integration Scorer 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
860ms average. Fast in production.
Enterprise Integration Scorer is checked daily against the live service.
- Fastest day
- 743ms
- Slowest day
- 937ms
- 14-day trend
- Improving-8%
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 Integration Scorer, so you can see the experience inside your AI.
It does not authenticate your account with Enterprise Integration Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Enterprise Integration Scorer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_JCNAdX1mkbUcYQhOTmohAKThZMFkTkyougGuX60t/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 Integration Scorer capabilities are ready to use.
{
"mcpServers": {
"enterprise-integration-complexity-scorer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_JCNAdX1mkbUcYQhOTmohAKThZMFkTkyougGuX60t/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 Integration Scorer owners ask.
- 01
What does the complexity score represent?
The complexity score is a composite value from 1 to 10 representing the total technical burden, influenced by integration count, API difficulty, and data migration scope.
- 02
How can I estimate the required engineering staff?
You can use the assess_resource_needs capability by providing the total complexity score and the target timeline weeks.
- 03
Does this capability account for data migration risks?
Yes, the evaluate_data_migration_risk capability specifically analyzes risks related to data volume, format consistency, and transformation complexity.
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