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Connect Decline Curve Analysis 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. Automate production forecasting and reserve calculations with Arps equations.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Decline Curve Analysis.

  1. 01

    Validate flow regime

    This capability checks historical data to see if a well has moved into boundary-dominated flow.

  2. 02

    Calculate reserves

    Use this to find the total recoverable volume and the remaining volume available in a well.

  3. 03

    Fit decline curve

    This capability calculates the best-fit decline parameters from your historical production records.

  4. 04

    Forecast production

    This capability predicts what the production rate will be at a specific future time.

Real work

What teams actually run

01

Well Performance Forecasting

Predict how much a well will produce in the coming months to plan operations.

02

Reserve Estimation

Calculate the remaining recoverable volumes to update asset valuations.

03

Model Validation

Check if your current decline model matches the actual historical flow regime.

04

Data Fitting

Quickly find the best-fit hyperbolic or exponential parameters for new production datasets.

One connector, every AI

Decline Curve 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Decline Curve 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

873ms average. Fast in production.

Decline Curve Analysis is checked daily against the live service.

Daily averagePeak 1009ms
Oct 3Today
Fastest day
733ms
Slowest day
1009ms
14-day trend
Improving-5%

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 Decline Curve Analysis, so you can see the experience inside your AI.

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

Decline Curve Analysis Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_nnLXT5xiMrDwBy2DV8VMUbqCAZZKwzGicGLsoqYg/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Decline Curve Analysis capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "decline-curve-analysis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_nnLXT5xiMrDwBy2DV8VMUbqCAZZKwzGicGLsoqYg/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 Decline Curve Analysis in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Decline Curve Analysis owners hand off.

This MCP is built for petroleum engineers and reservoir analysts who need to run quick, accurate DCA models within their AI workflows.

  • 01

    Petroleum Engineer

    Hands off raw production data to the agent to get quick decline parameters.

  • 02

    Reservoir Analyst

    Uses the agent to calculate reserves and validate flow regimes.

  • 03

    Production Engineer

    Relies on the agent to forecast future well performance.

FAQ

Questions Decline Curve Analysis owners ask.

  • 01

    What mathematical models does this MCP use?

    The MCP uses Arps decline equations to perform all forecasting and parameter fitting.

  • 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

    Can I use this to calculate remaining reserves?

    Yes, the calculate_reserves capability calculates both total recoverable volume and the remaining volume available.

  • 04

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect your client and it is ready to use.

  • 05

    How does the capability handle flow regime validation?

    The validate_flow_regime capability analyzes your historical data to determine if the well has transitioned to boundary-dominated flow.

  • 06

    What types of decline models are supported?

    The server supports exponential, hyperbolic, and harmonic decline models through the fit_decline_curve capability.

  • 07

    How do I know if my data is valid for forecasting?

    You should use validate_flow_regime to ensure the production data has transitioned from transient flow to boundary-dominated flow before applying Arps equations.

  • 08

    Can I calculate the total recoverable volume?

    Yes, the calculate_reserves capability calculates both the Estimated Ultimate Recovery (EUR) and the remaining reserves.

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