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Connect Teff Grain Quality Grader 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. Get instant grading and market value for teff batches.

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 Teff Quality Grader.

  1. 01

    Grade teff batch

    This capability determines the official Ethiopian grade classification for a specific batch of teff.

  2. 02

    Analyze processing impact

    Use this to evaluate how harvest and threshing methods have affected the quality of your grain.

  3. 03

    Estimate market value

    This capability calculates the economic value of a grain quantity using your quality metrics.

  4. 04

    Predict injera utility

    This capability predicts how the grain will perform in culinary applications, specifically for making injera.

Real work

What teams actually run

01

Quality Control

Check if a batch meets the required standards for a specific grade.

02

Market Pricing

Determine the fair price for a quantity of teff based on its impurities and moisture.

03

Harvest Optimization

Analyze how different threshing methods change the grain quality.

04

Ingredient Sourcing

Verify if a new shipment of teff will produce high quality injera.

One connector, every AI

Teff Quality Grader 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 Teff Quality Grader 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

870ms average. Fast in production.

Teff Quality Grader is checked daily against the live service.

Daily averagePeak 1103ms
Oct 3Today
Fastest day
699ms
Slowest day
1103ms
14-day trend
Slowing+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 Teff Quality Grader, so you can see the experience inside your AI.

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

Teff Quality Grader Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_DzlvLr8uqB6RZZZ6wkq6cuCVtPztRRmIYgfcAZCK/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 — Teff Quality Grader capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "teff-grain-quality-grader-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DzlvLr8uqB6RZZZ6wkq6cuCVtPztRRmIYgfcAZCK/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 Teff Quality Grader in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Teff Quality Grader owners hand off.

This MCP is designed for professionals in the teff supply chain who need to turn physical grain data into business decisions.

  • 01

    Agricultural Technicians

    They feed grain metrics to the AI to get instant grade classifications.

  • 02

    Grain Traders

    They use the capability to estimate the market value of incoming shipments.

  • 03

    Food Producers

    They check grain suitability for injera production before purchasing.

FAQ

Questions Teff Quality Grader owners ask.

  • 01

    How do I use this MCP with my AI?

    You connect your client, such as Claude or Cursor, to Vinkius. Once connected, your agent can call the teff grading capabilities directly.

  • 02

    What kind of data do I need to provide?

    You typically provide physical characteristics like moisture levels, uniformity scores, impurity percentages, or thousand seed weight.

  • 03

    Can this capability predict the price of teff?

    Yes, the estimate_market_value capability calculates the economic worth of a grain quantity based on the quality metrics you provide.

  • 04

    Does it support Ethiopian grading standards?

    Yes, the grade_teff_batch capability is specifically designed to determine official Ethiopian grade classifications.

  • 05

    Can it help with food production?

    Yes, the predict_injera_utility capability tells you how well a batch will perform when making injera.

  • 06

    How is the teff grade determined?

    The grade_teff_batch capability determines the grade by analyzing seed color, impurity levels, and uniformity scores.

  • 07

    Can I predict if the teff is good for making injera?

    Yes, use predict_injera_utility to get a suitability score, predicted texture, and fermentation potential based on seed weight and moisture.

  • 08

    How does moisture content affect the value?

    High moisture content increases storage risk and can reduce the total estimated value calculated by estimate_market_value.

Explore

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