
Connect Commute Job Comparator to ChatGPT, Claude and Gemini
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. Find out which job offer actually pays more after expenses.
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 Commute Job Comparator.
- 01
Get job profile
This capability pulls the specific salary and commute details for a job you are evaluating.
- 02
Get transit cost benchmarks
Your agent uses this to pull standard cost estimates for different types of transportation.
- 03
Calculate commute impact
This capability calculates the total yearly financial and time loss caused by a specific commute.
- 04
Compare job offers
Use this to decide which of two different job offers provides the highest actual economic value.
Real work
What teams actually run
Comparing Two Offers
You have two job offers with different salaries and commute lengths and need to know which is better.
Remote vs. In-Office
You are deciding if a higher salary at an office job covers the cost of driving versus a lower salary remote job.
Budget Planning
You need to know exactly how much of your new monthly paycheck will go toward transportation.
One connector, every AI
Commute Job Comparator 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 Commute Job Comparator 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
866ms average. Fast in production.
Commute Job Comparator is checked daily against the live service.
- Fastest day
- 802ms
- Slowest day
- 1281ms
- 14-day trend
- Slowing+10%
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 Commute Job Comparator, so you can see the experience inside your AI.
It does not authenticate your account with Commute Job Comparator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Commute Job Comparator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_cA2GYqXSPluHUeqK9Rg16u9alifHbJNcpFLqoiYs/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 — Commute Job Comparator capabilities are ready to use.
{
"mcpServers": {
"commute-job-comparator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_cA2GYqXSPluHUeqK9Rg16u9alifHbJNcpFLqoiYs/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 Commute Job Comparator in Claude and other AIs
Who it's for
Built for the work Commute Job Comparator owners hand off.
This is for professionals making major career transitions who need to see the math behind their offers.
- 01
Job Seekers
People comparing multiple offers to ensure they choose the most profitable option.
- 02
Career Transitioners
Individuals moving from remote roles to in-office roles who need to see the cost change.
- 03
Financial Planners
Advisors who want to model the true impact of a client's new employment on their budget.
FAQ
Questions Commute Job Comparator owners ask.
- 01
How does this MCP calculate the value of my time?
You provide an hourly rate, and the capability multiplies that by the total hours spent commuting per year.
- 02
Does it include gas and parking costs?
Yes, it uses transit cost benchmarks to estimate fuel, parking, and transit fares.
- 03
Can I use this with Claude?
Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf.
- 04
What is 'Effective Net Income'?
It is your base salary minus the total annual cost of your commute and the value of your time spent traveling.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect.
- 06
How does this capability calculate the value of my time?
You provide an hourly time value, which the calculate_commute_impact capability uses to convert the duration of your commute into a monetary cost.
- 07
Can I compare two different job offers?
Yes, use the compare_job_offers capability to determine which position provides the highest effective net income after all commuting factors are considered.
- 08
Does remote work affect the results?
Yes, the capability accounts for remote days per week, which reduces both the direct travel costs and the total time lost to commuting.
Explore
More in Productivity
Salary Offer Comparator AI Connector
Compare job offers by normalizing salary, taxes, cost of living, and lifestyle factors.
ViewJob-Hop ROI Calculator AI Connector
Analyze the financial and career impact of switching jobs in Singapore.
ViewRemote Work Coordination Plan AI Connector
Synchronize professional needs and domestic constraints for co-living remote workers.
ViewRemote Work Cost Analyzer AI Connector
Calculate home office setup costs, monthly utilities, tax deductions, and replacement reserves.
View
Suggestions
BLS JOLTS — Job Openings, Quits & Turnover AI Connector
Deep-dive into the 'Great Resignation' and labor tightness with the US Job Openings and Labor Turnover Survey
ViewRemote Work Relocation Readiness Plan AI Connector
Prepare for international moves with automated continuity, connectivity, and fallback planning.
ViewArgo Workflows AI Connector
Automate Kubernetes orchestrations via Argo Workflows — monitor, list, and inspect active pods, crons, and wor
ViewWorkato AI Connector
Monitor automation recipes, manage job executions, and audit app connections on Workato — the leading enterpri
View
Connect Commute Job Comparator to Claude, Cursor, ChatGPT & more
