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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Grape Logistics System with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Manage harvest arrivals and quality control through your AI client.

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 Grape Logistics System capability set.

These are the exact actions your AI can choose when you ask it to work with Grape Logistics System.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Grape Logistics System.

  1. 01

    Calculate sampling protocol

    This capability determines how often you need to take quality samples based on the volume of grapes arriving.

  2. 02

    Get facility utilization

    This capability checks if your planned receiving batch will overwhelm your facility's capacity.

  3. 03

    Get queue metrics

    This capability calculates truck wait times and the total duration of the receiving process.

  4. 04

    Optimize receiving schedule

    This capability creates an arrival sequence that minimizes congestion and follows lot segregation rules.

One connector, every AI

Grape Logistics System 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 Grape Logistics System 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

963ms average. Fast in production.

Grape Logistics System is checked daily against the live service.

Daily averagePeak 963ms
Sep 16Today
Fastest day
963ms
Slowest day
963ms
14-day trend
Stable0%

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 Grape Logistics System, so you can see the experience inside your AI.

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

Grape Logistics System Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_a1dBHr27ELNwP23OWlsoaIfr7RDgDaHzHg67IqYd/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 — Grape Logistics System capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "grape-receiving-weighing-logistics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_a1dBHr27ELNwP23OWlsoaIfr7RDgDaHzHg67IqYd/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? How to give Claude access to Grape Logistics System

See all the AI clients this connector works with ↑

Who it's for

Built for the work Grape Logistics System owners hand off.

This MCP is built for winery operations teams managing high-volume grape harvests.

  • 01

    Winery Manager

    Uses the AI to monitor facility utilization and manage overall harvest flow.

  • 02

    Harvest Coordinator

    Hands off truck scheduling and queue management to the AI agent.

  • 03

    Quality Control Lead

    Uses the capability to set sampling protocols based on incoming tonnage.

FAQ

Questions Grape Logistics System owners ask.

  • 01

    How does this MCP help with truck management?

    It uses queue metrics to predict wait times and optimizes arrival sequences to prevent congestion and respect lot segregation.

  • 02

    Can I use this to plan my quality control?

    Yes, the calculate_sampling_protocol capability determines how often to take samples based on the volume of grapes being received.

  • 03

    Will this prevent my facility from being overwhelmed?

    The get_facility_utilization capability evaluates if a planned batch of grapes will exceed your facility's capacity.

  • 04

    What AI clients can I use with this MCP?

    You can connect this MCP to any compatible client like Claude, Cursor, Windsurf, or VS Code.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 06

    How can I predict truck wait times?

    You can use the get_queue_metrics capability by providing the truck count, average capacity, weighbridge throughput, and crush capacity.

  • 07

    How do I ensure quality control for a specific grape lot?

    Use calculate_sampling_protocol with the total expected volume, the required sampling rate, and the lot type (e.g., premium, standard, or bulk).

  • 08

    Can I prevent facility bottlenecks?

    Yes, the get_facility_utilization capability identifies whether the weighbridge or the crush capacity will act as the primary bottleneck for your planned batch.

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