
Connect Fuel Economy Log Analysis 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. Turn your fueling records into actionable efficiency data.
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 · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Fuel Economy Log Analysis.
- 01
Get fill up summary
This capability provides a detailed list of individual fueling events and the efficiency achieved during each interval.
- 02
Get performance trends
This capability compares current efficiency and cost against the most recent prior period to show changes.
- 03
Get period metrics
This capability calculates aggregated fuel efficiency and cost metrics over a specific timeframe.
- 04
Search fuel logs
This capability lets you search for specific fueling events using date ranges or minimum volume thresholds.
Real work
What teams actually run
Monitoring Efficiency Drops
Ask your agent to compare recent performance to previous periods to see if fuel economy is declining.
Budgeting Fuel Costs
Use period metrics to see exactly how much you spent on fuel during a specific month.
Auditing Fueling Events
Search for specific large-volume refueling events to verify log accuracy.
Vehicle Performance Tracking
Get a summary of efficiency for a specific vehicle over its entire recorded history.
One connector, every AI
Fuel Economy Log Analysis 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 Fuel Economy Log Analysis 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
863ms average. Fast in production.
Fuel Economy Log Analysis is checked daily against the live service.
- Fastest day
- 769ms
- Slowest day
- 956ms
- 14-day trend
- Improving-8%
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 Fuel Economy Log Analysis, so you can see the experience inside your AI.
It does not authenticate your account with Fuel Economy Log Analysis. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Fuel Economy Log Analysis Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_w0j2xXqDutwsRVeN90dX3ITFAf1GzDS3ZsjWvLJD/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 — Fuel Economy Log Analysis capabilities are ready to use.
{
"mcpServers": {
"fuel-economy-log-analysis-mcp": {
"url": "https://edge.vinkius.com/vk_preview_w0j2xXqDutwsRVeN90dX3ITFAf1GzDS3ZsjWvLJD/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 Fuel Economy Log Analysis in Claude and other AIs
Who it's for
Built for the work Fuel Economy Log Analysis owners hand off.
This MCP is built for anyone managing vehicle data who wants to move away from manual spreadsheets and toward conversational data analysis.
- 01
Fleet Managers
Hand off fuel log analysis to an agent to monitor cost trends across vehicles.
- 02
Logistics Coordinators
Use the agent to track fuel efficiency fluctuations and cost per distance.
- 03
Automotive Enthusiasts
Ask your AI client to analyze personal fuel consumption and performance trends.
FAQ
Questions Fuel Economy Log Analysis owners ask.
- 01
How do I connect this MCP to my AI client?
You connect once through the Vinkius platform. Vinkius hosts the MCP and manages the connection so you can use it in Claude, Cursor, or Windsurf immediately.
- 02
Can I analyze fuel costs for a specific month?
Yes. You can use the period metrics capability to get aggregated fuel efficiency and cost data for any specific timeframe you define.
- 03
Does this MCP work with my existing fuel logs?
This MCP processes chronological fueling records to provide efficiency, cost, and trend analysis.
- 04
Can I compare my current fuel economy to last month?
Yes. The performance trends capability is designed to compare current period efficiency and cost against the most recent prior period.
- 05
Can I filter logs by how much fuel I bought?
Yes. The search capability allows you to filter fueling events based on minimum volume thresholds or date ranges.
- 06
How is fuel efficiency calculated?
Efficiency is determined by the distance traveled between two consecutive fill-ups divided by the volume of fuel required to refill the tank.
- 07
Can I compare my fuel costs between different months?
Yes, you can use get_performance_trends to compare the current period's efficiency and cost against the most recent prior period.
- 08
What data is required to use these capabilities?
The capabilities require a valid vehicleId and, for period-based queries, specific ISO 8601 date ranges.
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Connect Fuel Economy Log Analysis to Claude, Cursor, ChatGPT & more
