Madeforai Supplychain Skill

io.github.amplichinaPublished by GitHub account amplichinav0.5.2Updated Oct 24, 2026

MCP connector for human-reviewed manufacturing tasks through MadeForAI hosted fulfillment.

VerifiedSTDIODesktop onlyProductivity & Workflow Business & Commerce

Server details

Identifier: io.github.amplichina/madeforai-supplychain-skill
Transport: STDIO
Runtime: Desktop only
Trust: Verified
Published: Sep 16, 2026

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Overview

AI-generated overview

Local stdio connector that forwards manufacturing task requests from MCP clients to MadeForAI's hosted order-intake service for human review.

What you can do: Create and track manufacturing tasks: submit a supply chain task, run a quick-start prototype pipeline, and fetch task status
Draft order paperwork: generate artwork briefs, quote requests and order drafts, then confirm an order draft
Record confirmations: confirm production feedback and create payment links
Note that production progress, quality checks, shipment and completion are not available through this connector
When to use it: Use it when you want an AI assistant to prepare and submit manufacturing or prototyping requests to MadeForAI for human review, and to draft quotes and order paperwork from the same session. It is not a way to place supplier orders or process payments automatically.
Requirements: Runs locally over stdio, typically via npx with the npm package madeforai-supplychain-connector, or from a source checkout with Node.js. Requires a MadeForAI client access token in the MADEFORAI_ACCESS_TOKEN environment variable (at least 32 characters); the process exits with an error until it is set. Network access to the MadeForAI endpoint is needed. Desktop only.

Before you install

Requires a MadeForAI access token, which should be kept out of source code, screenshots, issue reports and public examples. Tasks are submitted to a third-party hosted service and enter a manual-review queue with no guaranteed response time. Prices and lead times stay unconfirmed until manual feedback is recorded, and the connector does not process real payments or place supplier orders itself.

Installation

In SourceWeft

Open Madeforai Supplychain Skill in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

MadeForAI Hosted Supply Chain Connector

This open-source MCP connector forwards authorized manufacturing task requests from Codex, Claude, Gemini, Cursor, and other MCP clients to the MadeForAI hosted order-intake service.

Trust boundary

The connector contains only stdio transport, the nine public tool names, and a fixed upstream endpoint: https://api.madeforai.net/mcp.

It does not contain the order database, Chinese production workspace, production credentials, supplier records, payment-confirmation authority, shipment authority, or fulfillment administration. Forks remain usable under MIT, but they do not gain access to MadeForAI-hosted tasks or private production systems.

Run with npx

Set your MadeForAI client access token, then run the connector directly from npm:

For MCP clients, use npx as the command:

json

{  "mcpServers": {    "madeforai": {      "command": "npx",      "args": ["--yes", "[email protected]"],      "env": {        "MADEFORAI_ACCESS_TOKEN": "replace-with-your-32-character-or-longer-token"      }    }  }}

{  "mcpServers": {    "madeforai": {      "command": "npx",      "args": ["--yes", "[email protected]"],      "env": {        "MADEFORAI_ACCESS_TOKEN": "replace-with-your-32-character-or-longer-token"      }    }  }}

The command exits with a clear error until MADEFORAI_ACCESS_TOKEN is set. Tokens must contain at least 32 characters.

Manual installation

As a fallback, download madeforai-supplychain-connector-0.5.2.tgz from the matching GitHub Release, then install it:

Build from source

bash

git clone https://github.com/amplichina/madeforai-supplychain-skill.gitcd madeforai-supplychain-skillnpm cinpm run buildnpm test

git clone https://github.com/amplichina/madeforai-supplychain-skill.gitcd madeforai-supplychain-skillnpm cinpm run buildnpm test

MCP client configuration

Request a client access token from MadeForAI. Keep it out of source code, screenshots, issue reports, and public examples.

For an npx-based installation:

json

{  "mcpServers": {    "madeforai": {      "command": "npx",      "args": ["--yes", "[email protected]"],      "env": {        "MADEFORAI_ACCESS_TOKEN": "replace-with-your-32-character-or-longer-token"      }    }  }}

{  "mcpServers": {    "madeforai": {      "command": "npx",      "args": ["--yes", "[email protected]"],      "env": {        "MADEFORAI_ACCESS_TOKEN": "replace-with-your-32-character-or-longer-token"      }    }  }}

For a source checkout, use node with the absolute path to dist/src/index.js.

Clients with native remote MCP support may connect directly:

json

{  "url": "https://api.madeforai.net/mcp",  "headers": {    "Authorization": "Bearer replace-with-your-client-token"  }}

{  "url": "https://api.madeforai.net/mcp",  "headers": {    "Authorization": "Bearer replace-with-your-client-token"  }}

Public MCP tools

create_supplychain_task
generate_artwork_brief
generate_quote_request
generate_order_draft
confirm_order_draft
confirm_production_feedback
create_payment_link
quick_start_prototype_pipeline
get_task

Production feedback, payment confirmation, manufacturing progress, quality checks, shipment, and completion remain unavailable through this public connector.

Safety boundaries

MadeForAI does not generate images, run LLM inference, process real payments, or automatically place supplier orders in this release. A submitted task enters a manual-review queue; submission does not mean that review has started, and no response time is guaranteed. Prices and lead times remain unconfirmed until manual feedback is recorded.

License

The connector is MIT licensed. The hosted control plane, production workspace, credentials, databases, and production operations are separate proprietary services.

Source: README.md at commit 2ca21e8

Tools

SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

v0.5.2LatestSep 16, 2026

Score

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