LTV Cohort Calculator Service Connector for AI agents.
3 live capabilities
Project customer lifetime value and revenue trends for specific acquisition cohorts.
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Why people use LTV Cohort Calculator Service
LTV Cohort Calculator for Revenue Projection and Growth Modeling
This Connector lets your agent do that work for you. You just name the cohort, and it handles the math to give you a clear view of your revenue trends.
What Vinkius changes
You get accurate, multi-year revenue forecasts for any customer group in seconds.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Comparing Channel Performance
A marketer wants to see if users from Facebook have a higher LTV than users from Google.
- Real-world use case 02
Budget Planning
A finance lead needs a 36-month revenue forecast for the Q1 2023 cohort to plan next year's budget.
- Real-world use case 03
Retention Analysis
An analyst wants to see the cumulative value at the 6-month mark to identify where most customers drop off.
Complete set · 3capabilities
The complete LTV Cohort Calculator Service capability set.
These are the exact actions your AI can choose when you ask it to work with LTV Cohort Calculator Service.
01—03
3 capabilities in this set.
Part of 3 available through LTV Cohort Calculator Service.
- 01 Capability
Generate ltv projections
Uses historical data to project revenue out to 36 months using linear or logarithmic math.
- 02 Capability
Calculate cumulative ltv
Calculates the total value a cohort has reached at specific milestones like 3, 6, or 12 months.
- 03 Capability
Fetch cohort metrics
Pulls raw monthly revenue data for a specific acquisition month. It's your starting point for any cohort analysis.
Set up in minutes
One URL. Then ask LTV Cohort Calculator Service to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use LTV Cohort Calculator Service from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_GGCMeMTzL8Bst0yqYODkrw0xT4JdelFGGHgW17vO/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it LTV Cohort Calculator Service, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable LTV Cohort Calculator Service for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_GGCMeMTzL8Bst0yqYODkrw0xT4JdelFGGHgW17vO/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the LTV Cohort Calculator Service URL.
- Step 03
Save and start
Save the connection and enable LTV Cohort Calculator Service in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"ltv-cohort-calculator": {
"url": "https://edge.vinkius.com/vk_preview_GGCMeMTzL8Bst0yqYODkrw0xT4JdelFGGHgW17vO/mcp"
}
}
} - Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using LTV Cohort Calculator Service
Open Agent mode in chat and ask: "Using LTV Cohort Calculator Service, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"ltv-cohort-calculator": {
"url": "https://edge.vinkius.com/vk_preview_GGCMeMTzL8Bst0yqYODkrw0xT4JdelFGGHgW17vO/mcp"
}
}
} - Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using LTV Cohort Calculator Service
Ask Copilot: "Using LTV Cohort Calculator Service, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"ltv-cohort-calculator": {
"url": "https://edge.vinkius.com/vk_preview_GGCMeMTzL8Bst0yqYODkrw0xT4JdelFGGHgW17vO/mcp"
}
}
} - Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using LTV Cohort Calculator Service
Open Cascade and ask: "Using LTV Cohort Calculator Service, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"ltv-cohort-calculator": {
"url": "https://edge.vinkius.com/vk_preview_GGCMeMTzL8Bst0yqYODkrw0xT4JdelFGGHgW17vO/mcp"
}
}
} - Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using LTV Cohort Calculator Service
Ask Cline: "Using LTV Cohort Calculator Service, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add ltv-cohort-calculator --transport http "https://edge.vinkius.com/vk_preview_GGCMeMTzL8Bst0yqYODkrw0xT4JdelFGGHgW17vO/mcp" - Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using LTV Cohort Calculator Service
Ask Claude: "Using LTV Cohort Calculator Service, show me...". 3 tools are ready
Where the request belongs
Work LTV Cohort Calculator Service can move forward.
This is for growth marketers and data analysts who need to justify marketing spend. It's for the person who has to explain to the CFO why a specific channel is profitable.
Growth Marketer
Analyzing which ad campaigns bring in the highest-value long-term customers.
Data Analyst
Building revenue models and cohort tables without manual Excel formulas.
Finance Manager
Projecting future cash flow based on historical customer behavior.
Build the capability set
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Calculate player Lifetime Value (LTV), Breakeven CAC, and retention impact.
LTV:CAC Calculator
Determine if your customer acquisition strategy is profitable by calculating LTV, CAC, and the critical LTV:CAC ratio.
Unit Economics Calculator
Determine if your customer acquisition strategy is profitable by calculating LTV, CAC, and the critical LTV:CAC ratio using three interconnected financial models.
Bring your own AI
Change the model, client or framework. Keep LTV Cohort Calculator Service connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
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Cline -
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Vercel AI SDK
Before you connect
Questions about LTV Cohort Calculator Service.
The practical details behind the request, access and result.
What is the LTV Cohort Calculator MCP?
It's a capability that lets your AI agent pull historical revenue for specific customer groups and calculate their lifetime value. It helps you see which customers are worth the most over time.
How does it help with revenue forecasting?
It uses your historical data to project what a customer group will spend over the next 36 months. You can choose different growth models to see various outcomes.
Can it calculate value for specific months?
Yes, you can ask your agent to find the cumulative value at any milestone, such as 3 months, 6 months, or a full year after a customer joined.
What difference is there between linear and logarithmic projections?
Linear projections assume steady growth, while logarithmic projections model a slowdown in growth over time. Using both helps you see a more realistic range of possibilities.
How do I use it for marketing analysis?
You can use it to compare different acquisition cohorts. This helps you see which marketing channels are bringing in customers with the highest long-term value.
Can it handle multiple cohorts at once?
Yes, your agent can pull metrics for different signup months so you can compare the performance of various marketing campaigns side by side.
How do I get the raw historical revenue data needed for LTV calculations?
Use the fetch_cohort_metrics capability. This function retrieves the accumulated monthly revenues for a specific cohort, providing the foundational time-series data required for all subsequent LTV analyses.
What is the difference between calculating LTV at fixed milestones (e.g., 6 months) and projecting future value?
First, use calculate_cumulative_ltv to determine the exact LTV at fixed points (like 3 or 6 months). Then, if you need a longer-term forecast, feed those historical metrics into generate_ltv_projections. The projection capability uses advanced math to estimate value beyond observed data.
What inputs are required for LTV projections?
The generate_ltv_projections capability requires two key pieces of information: the unique cohort identifier and a structured JSON array containing historical revenue metrics. This data is typically sourced from running fetch_cohort_metrics first.
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Give your agent a direct line to LTV Cohort Calculator Service.
Connect LTV Cohort Calculator Service once. Keep it beside 5,900+ managed Connectors when the next task needs more.
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