What is Time to First Value (TTFV)?

TTFV is a metric calculated by this MCP that measures the duration between a contract start and the moment the customer realizes initial value.

How does complexity affect the metrics?

The MCP uses a complexity factor to adjust efficiency scores, ensuring that harder implementations are judged fairly against their difficulty.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf through the Vinkius platform.

What is onboarding velocity?

Onboarding velocity is the measure of how fast a deployment is progressing compared to its original planned timeline.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

What metrics does this server calculate?

It calculates Time to First Value, Time to Full Adoption, and Onboarding Efficiency using the calculate_ttv_metrics capability.

How is implementation complexity handled?

You can use get_complexity_tier to determine the qualitative tier based on a numerical multiplier, which is then used to adjust the baseline for efficiency calculations.

Can I track if my deployment is on schedule?

Yes, the analyze_onboarding_velocity capability compares current progress against the complexity-adjusted planned duration to determine if you are Ahead of Schedule, On Track, or Behind Schedule.

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Connect Enterprise Time To Value Calculator 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. Track deployment speed and onboarding efficiency in real time.

Ask AI about this Connector

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.

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.

V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Enterprise TTV Engine.

01
Calculate ttv metrics
This capability calculates core temporal metrics like TTFV, TTFA, and efficiency for a specific contract. It uses contract dates and milestone data to produce these values.
02
Analyze onboarding velocity
Use this capability to compare current deployment progress against your original plan. It tells your agent if a rollout is accelerating or decelerating.
03
Get complexity tier
This capability determines the qualitative complexity tier of a deployment. It maps a numerical complexity factor to a specific category.
04
Get deployment summary
This capability provides a high-level overview of the entire deployment lifecycle. It's designed for generating quick reports on implementation status.

Real work

What teams actually run

Onboarding Health Checks

Your agent checks if a current deployment is ahead of or behind its scheduled timeline.

Executive Reporting

You use the deployment summary capability to pull high-level data for quarterly business reviews.

Complexity Assessment

The AI categorizes new contracts into complexity tiers to set realistic expectations.

Value Realization Tracking

You measure the exact number of days between contract start and the first instance of customer value.

One connector, every AI

Enterprise TTV Engine 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.

Building your own app? The connector is yours to use.

You don't need a client to put Enterprise TTV Engine 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

900ms average. Fast in production.

Enterprise TTV Engine is checked daily against the live service.

Daily averagePeak 1000ms

Oct 3Today

Fastest day: 709ms
Slowest day: 1000ms
14-day trend: Slowing+6%

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 TTV Engine, so you can see the experience inside your AI.

It does not authenticate your account with Enterprise TTV Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Enterprise TTV Engine Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_ixZG2EMZxzvxPhxlqHC83mF6oqXTwaPIHFDK4Qrd/mcp

Claude 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 TTV Engine capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "enterprise-time-to-value-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ixZG2EMZxzvxPhxlqHC83mF6oqXTwaPIHFDK4Qrd/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 Enterprise TTV Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Enterprise TTV Engine owners hand off.

This MCP is built for professionals managing large-scale software rollouts and customer success lifecycles.

01
Customer Success Managers
They ask the agent to track onboarding progress and identify accounts at risk of stalling.
02
Implementation Consultants
They use the capability to measure how quickly they are hitting milestones for new clients.
03
Operations Analysts
They request deployment summaries to report on organizational efficiency to leadership.

FAQ

Questions Enterprise TTV Engine owners ask.

01
What is Time to First Value (TTFV)?
TTFV is a metric calculated by this MCP that measures the duration between a contract start and the moment the customer realizes initial value.
02
How does complexity affect the metrics?
The MCP uses a complexity factor to adjust efficiency scores, ensuring that harder implementations are judged fairly against their difficulty.
03
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf through the Vinkius platform.
04
What is onboarding velocity?
Onboarding velocity is the measure of how fast a deployment is progressing compared to its original planned timeline.
05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
06
What metrics does this server calculate?
It calculates Time to First Value, Time to Full Adoption, and Onboarding Efficiency using the calculate_ttv_metrics capability.
07
How is implementation complexity handled?
You can use get_complexity_tier to determine the qualitative tier based on a numerical multiplier, which is then used to adjust the baseline for efficiency calculations.
08
Can I track if my deployment is on schedule?
Yes, the analyze_onboarding_velocity capability compares current progress against the complexity-adjusted planned duration to determine if you are Ahead of Schedule, On Track, or Behind Schedule.

Explore

More in Enterprise

Connect Enterprise TTV Engine to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate ttv metrics

Analyze onboarding velocity

Get complexity tier

Get deployment summary

What teams actually run

Onboarding Health Checks

Executive Reporting

Complexity Assessment

Value Realization Tracking

Building your own app? The connector is yours to use.

Enterprise TTV Engine Connector

Claude Desktop

Customer Success Managers

Implementation Consultants

Operations Analysts

What is Time to First Value (TTFV)?

How does complexity affect the metrics?

Can I use this with Claude or Cursor?

What is onboarding velocity?

Do I need to host the MCP myself?

What metrics does this server calculate?

How is implementation complexity handled?

Can I track if my deployment is on schedule?

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