
Connect Venture Scout Program Economics to your AI
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Model scout network performance and carry distribution with precision.
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.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Venture Scout Economics.
- 01
Carry sustainability check
This capability checks if your allocated carry pool is large enough to cover all program operational costs.
- 02
Pool distribution planner
Use this to model how carry will be split among scouts based on their specific deal attribution.
- 03
Scout performance analysis
This capability evaluates how efficient your scout network is by factoring in individual scout quality.
- 04
Scout program roi
This capability calculates the total return on investment for your entire scout program.
Real work
What teams actually run
Program Feasibility
Run a sustainability check to see if a new scout program's carry pool can cover its own costs.
Incentive Design
Model different carry distribution scenarios to find the best way to reward high-performing scouts.
Performance Review
Analyze the efficiency of your network by factoring in scout quality into deal counts.
Budgeting
Calculate the total ROI to justify the overhead spent on scout networks to your LPs.
One connector, every AI
Venture Scout Economics 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 Venture Scout Economics 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
912ms average. Fast in production.
Venture Scout Economics is checked daily against the live service.
- Fastest day
- 671ms
- Slowest day
- 1094ms
- 14-day trend
- Stable+4%
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 Venture Scout Economics, so you can see the experience inside your AI.
It does not authenticate your account with Venture Scout Economics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Venture Scout Economics Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_I8kvLsKuDgYCwcSR3zUrlu7JJ0sAbJfXN9Hvgj5W/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 — Venture Scout Economics capabilities are ready to use.
{
"mcpServers": {
"venture-scout-program-economics-mcp": {
"url": "https://edge.vinkius.com/vk_preview_I8kvLsKuDgYCwcSR3zUrlu7JJ0sAbJfXN9Hvgj5W/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? Set up Venture Scout Economics in Claude and other AIs
Who it's for
Built for the work Venture Scout Economics owners hand off.
This MCP is built for venture capital professionals managing external sourcing networks.
- 01
Fund Managers
They hand off program cost and deal data to the AI to optimize scout incentives.
- 02
Venture Capitalists
They use the agent to verify if scout programs are meeting ROI targets.
- 03
Operations Leads
They use the capabilities to plan carry distributions and monitor program overhead.
FAQ
Questions Venture Scout Economics owners ask.
- 01
Can this MCP calculate ROI for my scout program?
Yes, the scout_program_roi capability calculates the return on investment for the entire program based on your provided costs and projected carry.
- 02
How does it handle scout quality?
The scout_performance_analysis capability factors in scout quality to determine the effective efficiency of your network.
- 03
Will it tell me if my program is losing money?
Yes, the carry_sustainability_check capability determines if your carry pool is sufficient to cover your operational costs.
- 04
Can I model how much each scout gets paid?
Yes, the pool_distribution_planner models how the carry pool is distributed among scouts using deal attribution.
- 05
Which AI clients can I use with this MCP?
You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.
- 06
How can I calculate the ROI of my scout program?
You can use the scout_program_roi capability, providing the number of scouts, carry allocation, deals sourced, carry rate, program cost, and projected carry per deal.
- 07
How do I check if my scout carry pool is sustainable?
Use the carry_sustainability_check capability to compare the allocated carry pool against the total program cost.
- 08
Can I model how carry is distributed among individual scouts?
Yes, the pool_distribution_planner capability allows you to model the distribution of the carry pool based on individual deal attribution.
Explore
More in Finance
Venture Reference ROI Engine AI Connector
Quantify the economic impact and ROI of venture capital reference checks.
ViewVenture Studio Portfolio Economics Engine AI Connector
Project economic outcomes, portfolio value, and return multiples for venture studio portfolios.
ViewAccelerator Corporate Pilot Program Modeler AI Connector
Quantify the financial value, revenue potential, and ROI of corporate accelerator pilot programs.
ViewAccelerator Economics Modeler AI Connector
Compare the economic impact and efficiency of virtual vs in-person accelerator programs.
View
Suggestions
Venture Portfolio Reporting Automation AI Connector
Calculate ROI for transitioning from manual venture capital reporting to automated systems.
ViewAccelerator Unit Economics AI Connector
Calculate financial viability and per-company economics for startup accelerators.
ViewAPI Integration ROI Modeler AI Connector
Calculate the economic viability and payback period for software API integrations.
ViewVenture Deal Origination ROI Engine AI Connector
Analyze deal sourcing efficiency using ROI, quality scores, and attribution modeling.
View
Connect Venture Scout Economics to Claude, Cursor, ChatGPT & more
