An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Mustard Oil Pungency Predictor 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. Model chemical yields and economic value from seed data.

Ask AI about this Connector

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.

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 Mustard Oil Predictor.

  1. 01

    Get yield and storage impact

    Get the total expected oil yield and see how storage conditions have affected precursor stability.

  2. 02

    Get batch quality summary

    This capability provides a single report covering the chemical, physical, and economic metrics for a specific seed batch.

  3. 03

    Get economic and application profile

    Use this to estimate the commercial value of your oil and find the best culinary uses for it.

  4. 04

    Get pungency prediction

    This capability calculates the primary chemical and sensory pungency metrics for a specific mustard seed batch.

Real work

What teams actually run

01

Batch Quality Assessment

Run a summary on a new shipment of seeds to check chemical and economic metrics before processing.

02

Storage Planning

Determine how much stability you will lose if you store a specific batch for several weeks.

03

Product Development

Model how different seed varieties and pressing methods change the final pungency index.

04

Market Valuation

Estimate the commercial value of a batch to set pricing or negotiate with suppliers.

One connector, every AI

Mustard Oil Predictor 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 Mustard Oil Predictor 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

883ms average. Fast in production.

Mustard Oil Predictor is checked daily against the live service.

Daily averagePeak 1109ms
Oct 3Today
Fastest day
753ms
Slowest day
1109ms
14-day trend
Slowing+24%

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 Mustard Oil Predictor, so you can see the experience inside your AI.

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

Mustard Oil Predictor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_KFDY5F4Yg6a5Wu4P6u8GoHwNfbJp1v4L92E3v8Wn/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 — Mustard Oil Predictor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mustard-oil-pungency-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KFDY5F4Yg6a5Wu4P6u8GoHwNfbJp1v4L92E3v8Wn/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 Mustard Oil Predictor in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mustard Oil Predictor owners hand off.

This MCP is built for professionals in the mustard oil supply chain who need to turn chemical data into business intelligence.

  • 01

    Agricultural Chemists

    They hand off seed composition data to the AI to model chemical outcomes.

  • 02

    Oil Producers

    They use the capability to predict yields and storage stability for production planning.

  • 03

    Supply Chain Managers

    They use economic profiles to assess the value of incoming seed batches.

FAQ

Questions Mustard Oil Predictor owners ask.

  • 01

    What kind of data do I need to provide for a pungency prediction?

    You need to provide the seed variety, glucosinolate levels, and moisture content to get an accurate AITC and pungency index prediction.

  • 02

    How does this MCP handle storage duration?

    The capability evaluates how the length of storage impacts precursor stability and how that affects your final oil yield.

  • 03

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 04

    Does this capability provide economic data?

    Yes, it can estimate the commercial value of the oil and provide a summary of economic metrics for a batch.

  • 05

    What is the primary chemical metric used?

    The model focuses on predicting allyl isothiocyanate (AITC) concentration to determine the pungency index.

  • 06

    How accurate are the pungency predictions?

    Predictions are based on a myrosinase hydrolysis model that accounts for variety-specific enzyme activity and moisture levels.

  • 07

    Can I predict the economic value of my oil batch?

    Yes, you can use get_economic_and_application_profile to estimate the spice value based on the predicted pungency index and oil yield.

  • 08

    Does storage duration affect the results?

    Yes, the capability get_yield_and_storage_impact specifically models how storage duration reduces precursor stability.

Explore

More in Agriculture

Suggestions

Connect Mustard Oil Predictor to Claude, Cursor, ChatGPT & more