
Connect Career Progression Timeline to ChatGPT and Claude
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. Predict your next promotion and 10-year salary growth.
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.

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 · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Career Progression Timeline.
- 01
Calculate promotion timeline
This capability calculates how many years you have left until your next promotion and your expected age when you hit that milestone.
- 02
Get industry benchmarks
Use this to pull industry-specific progression offsets and baseline durations for different sectors.
- 03
Project salary growth
This capability projects your salary growth following your next promotion and over a full 10-year period.
Real work
What teams actually run
Promotion Planning
Determine exactly how many years you need to stay in your current role to reach the next level.
Financial Forecasting
See how your salary will look in 10 years after accounting for your next promotion.
Industry Comparison
Compare how career speed differs between sectors like finance and tech.
Milestone Tracking
Predict the age you will reach specific seniority levels.
One connector, every AI
Career Progression Timeline 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 Career Progression Timeline 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
840ms average. Fast in production.
Career Progression Timeline is checked daily against the live service.
- Fastest day
- 641ms
- Slowest day
- 1032ms
- 14-day trend
- Slowing+7%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Career Progression Timeline, so you can see the experience inside your AI.
It does not authenticate your account with Career Progression Timeline. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Career Progression Timeline Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_K46bTeiV2SAb44AyFvhwRKyixtbT71Eyz1QIhxIT/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 — Career Progression Timeline capabilities are ready to use.
{
"mcpServers": {
"career-progression-timeline-mcp": {
"url": "https://edge.vinkius.com/vk_preview_K46bTeiV2SAb44AyFvhwRKyixtbT71Eyz1QIhxIT/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 Career Progression Timeline in Claude and other AIs
Who it's for
Built for the work Career Progression Timeline owners hand off.
This MCP is built for professionals in Singapore looking to quantify their career trajectory.
- 01
Tech Professionals
They ask the agent to model promotion speeds in the technology sector.
- 02
Finance Workers
They use the capability to check industry-specific progression offsets.
- 03
Career Planners
They hand off salary compounding data to the agent to build long-term financial models.
FAQ
Questions Career Progression Timeline owners ask.
- 01
Does this work for industries outside of Singapore?
No, this MCP is specifically designed for professionals in Singapore using local industry benchmarks.
- 02
Which AI clients can I use with this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 03
How does it handle different industries?
It uses the get_industry_benchmarks capability to apply specific progression offsets for sectors like tech, finance, and consulting.
- 04
Can I project my salary for more than 10 years?
The current capability is designed to project salary growth over a 10-year period.
- 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
How are industry adjustments calculated?
The capability applies specific offsets to baseline progression durations: Tech subtracts 0.5 years, Finance is the baseline (0 years), and Consulting subtracts 1 year.
- 07
Can I project my salary after a promotion?
Yes, by using project_salary_growth, you can see your immediate salary after a promotion and your projected annual salary after 10 years of compounding growth.
- 08
What career levels are supported?
The model supports entry, junior, mid, senior, and lead levels.
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Connect Career Progression Timeline to Claude, Cursor, ChatGPT & more
