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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Chickpea Quality Grader with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Grades chickpea quality and predicts market suitability and value.

Included with plan

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

Complete set · 4 capabilities

The complete Chickpea Quality Grader capability set.

These are the exact actions your AI can choose when you ask it to work with Chickpea Quality Grader.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Chickpea Quality Grader.

  1. 01

    Calculate market value

    Estimates the commercial value of the batch

  2. 02

    Classify variety

    Determines if a batch of chickpeas belongs to the Kabuli or Desi variety

  3. 03

    Grade chickpeas

    Assigns a formal USDA-style quality grade

  4. 04

    Predict market suitability

    Estimates which industrial markets the batch is best suited for

Observed, not estimated

830ms average. Fast in production.

Chickpea Quality Grader is checked daily against the live service.

Daily averagePeak 972ms
Aug 26Today
Fastest day
672ms
Slowest day
972ms
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 Chickpea Quality Grader, so you can see the experience inside your AI.

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

Chickpea Quality Grader Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_TulibSGoyjTGYcuqxYyMERAkEwHiMKuRwI2RPSBO/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 — Chickpea Quality Grader capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "chickpea-quality-grader-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_TulibSGoyjTGYcuqxYyMERAkEwHiMKuRwI2RPSBO/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

FAQ

Questions Chickpea Quality Grader owners ask.

  • 01

    How does the grading work?

    The grade_chickpeas capability evaluates size, shape, and the percentage of defects like cracked or shriveled seeds to assign a formal grade.

  • 02

    Can I predict the price of my batch?

    Yes, use calculate_market_value by providing the grade, variety, and defect percentage to get an estimated price per unit.

  • 03

    Which markets are supported?

    The predict_market_suitability capability identifies suitability for Whole Seed, Canning, and Flour markets.

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