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Connect Handmade Production Planner 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. Turn your production data into precise batch plans.

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 · 5 capabilities

We ship only the actions that matter.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 5 available through Handmade Production Planner.

  1. 01

    Check inventory availability

    This capability checks if you have enough raw materials in stock to cover your planned batch.

  2. 02

    Estimate profitability

    Your agent uses this to predict the financial outcome of a production run based on your set selling price.

  3. 03

    Get labor estimate

    This capability calculates the total human time required to complete a specific batch.

Capability set02 / 02

04-05

2 capabilities in this set.

Part of 5 available through Handmade Production Planner.

  1. 04

    Get material requirements

    This capability determines the exact volume of raw materials needed for a specific production run.

  2. 05

    Calculate production costs

    This capability aggregates all expenses, including materials, packaging, and labor, to find your total cost of goods sold.

Real work

What teams actually run

01

Pre-production Check

Check if you have enough raw materials in stock before you commit to a large batch.

02

Pricing Strategy

Calculate the cost of goods sold to ensure your selling price covers all expenses.

03

Staffing Plans

Estimate the total labor hours needed to schedule your team for a production run.

04

Margin Analysis

Predict the total profit for a specific number of units at a specific price point.

One connector, every AI

Handmade Production Planner 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 Handmade Production Planner 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

836ms average. Fast in production.

Handmade Production Planner is checked daily against the live service.

Daily averagePeak 1097ms
Oct 6Today
Fastest day
673ms
Slowest day
1097ms
14-day trend
Improving-18%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Handmade Production Planner, so you can see the experience inside your AI.

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

Handmade Production Planner Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Te3KmeuVdtNp4KjqdI19m54t9hxOzD5lG3rSzdnE/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 — Handmade Production Planner capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "handmade-production-planner-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Te3KmeuVdtNp4KjqdI19m54t9hxOzD5lG3rSzdnE/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 Handmade Production Planner in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Handmade Production Planner owners hand off.

This MCP is built for small scale makers and artisanal manufacturers who need to manage production math without manual spreadsheets.

  • 01

    Artisanal Maker

    Uses the agent to quickly check if they have enough supplies for a new batch.

  • 02

    Production Manager

    Hands off labor and material calculations to the AI to plan staffing.

  • 03

    Small Business Owner

    Uses the agent to verify profit margins on new product lines.

FAQ

Questions Handmade Production Planner owners ask.

  • 01

    What can this MCP do for my handmade business?

    It allows your AI client to calculate material needs, estimate labor hours, find total production costs, and predict profit margins.

  • 02

    How does it handle labor costs?

    The MCP uses a labor estimate capability to calculate the total human time required to finish a batch.

  • 03

    Can I check my stock levels with my AI agent?

    Yes, you can use the inventory availability capability to see if you have enough materials for a planned run.

  • 04

    Does it calculate profit margins?

    Yes, the profitability capability predicts financial outcomes based on your selling price.

  • 05

    Which AI clients can I use with this MCP?

    You can use any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

  • 06

    How do I know if I have enough materials for a batch?

    You can use the check_inventory_availability capability to verify if your current stock can support the requested batch size.

  • 07

    Can I calculate the profit for a specific order?

    Yes, use the estimate_profitability capability by providing the product ID, batch size, and your intended selling price.

  • 08

    Does this include packaging costs?

    Yes, the calculate_production_costs capability aggregates material, packaging, and labor costs into a single total.

Explore

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