Use Builder Prototyping Economics with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate optimal prototype counts, total costs, and iteration efficiency.
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 · 4 capabilities
The complete Builder Prototyping Economics capability set.
These are the exact actions your AI can choose when you ask it to work with Builder Prototyping Economics.
01-04
4 capabilities in this set.
Part of 4 available through Builder Prototyping Economics.
- 01
Calculate efficiency metrics
Evaluates how effectively a completed prototyping phase utilized its budget
- 02
Get optimal iteration plan
Determines the most economically sound number of prototypes to build
- 03
Simulate fidelity impact
Predicts how changing the quality of prototypes affects the budget and speed of learning
- 04
Validate testing requirements
Checks if the planned number of iterations is sufficient to meet minimum testing standards
Observed, not estimated
807ms average. Fast in production.
Builder Prototyping Economics is checked daily against the live service.
- Fastest day
- 660ms
- Slowest day
- 865ms
- 14-day trend
- Improving-13%
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 Builder Prototyping Economics, so you can see the experience inside your AI.
It does not authenticate your account with Builder Prototyping Economics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Builder Prototyping Economics Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_Xk6RelPYT2TcESmDYx6UsttrqTA3xNEZfWJmaAmV/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 — Builder Prototyping Economics capabilities are ready to use.
{
"mcpServers": {
"builder-prototyping-economics-mcp": {
"url": "https://edge.vinkius.com/vk_preview_Xk6RelPYT2TcESmDYx6UsttrqTA3xNEZfWJmaAmV/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 Builder Prototyping Economics owners ask.
- 01
How do I find the best number of prototypes to build?
You can use the get_optimal_iteration_plan capability. It calculates the point where the cost of an additional prototype exceeds the value of the learning gained.
- 02
Can I compare low-fidelity and high-fidelity costs?
Yes, the simulate_fidelity_impact capability allows you to predict how increasing prototype quality affects your budget and learning speed.
- 03
How is iteration efficiency measured?
Efficiency is measured using calculate_efficiency_metrics, which provides an efficiency score and the cost per learning unit based on your total investment and knowledge gained.
Explore
More in Economics
AI A/B Testing Economics AI Connector
Calculate the economic efficiency, capacity, and insight value of AI A/B testing.
ViewAI Feedback Loop Economics AI Connector
Calculate the costs and ROI of user feedback collection for AI model improvement.
ViewAccelerator & Incubator Economics Model AI Connector
Calculate incubator service costs, equity value exchange, and program sustainability.
ViewAI Multi-Model Orchestration Economics AI Connector
Calculate the economic and performance impact of complex AI model routing and fallback strategies.
View
Suggestions
Builder Iteration Learning Rate AI Connector
Analyzes learning velocity and execution efficiency in iterative development cycles.
ViewFine-tuning Investment Decision Engine AI Connector
Calculate the financial viability and ROI of fine-tuning AI models.
ViewBuilder Toolstack Optimization AI Connector
Evaluate toolstack efficiency and cost-benefit ratios.
ViewAccelerator Shared Services Efficiency AI Connector
Calculate cost savings, service utilization, and economic value for venture studio shared services.
View
