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Connect JTL Fulfillment Network to Microsoft Copilot via MCP

JTL Fulfillment Network (JTL-FFN) for merchants: products, stock per warehouse, outbound orders with shipping status and tracking, inbound deliveries, returns, warehouses and shipping methods of your fulfillers. Create or cancel outbounds on request. OAuth2.

HCBy HelpCode teamUpdated 7 min read Open-source on GitHub

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JTL Fulfillment Network

JTL Fulfillment Network

JTL Fulfillment Network (JTL-FFN) for merchants: products, stock per warehouse, outbound orders with shipping status and tracking, inbound deliveries, returns, warehouses and shipping methods of your fulfillers. Create or cancel outbounds on request. OAuth2.

tools

22

Region

DE

Category

Logistics

Authentication

OAuth 2.0

Required env vars

JTL_FFN_CLIENT_IDJTL_FFN_CLIENT_SECRET
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    Open source · AGPL-3.0
  • Works with ChatGPT, Claude, Gemini
    Any MCP-compatible client

Summary

JTL Fulfillment Network (JTL-FFN) for merchants: products, stock per warehouse, outbound orders with shipping status and tracking, inbound deliveries, returns, warehouses and shipping methods of your fulfillers. Create or cancel outbounds on request. OAuth2.

Guided setup

Connect JTL Fulfillment Network to Microsoft Copilot in 2 minutes

Start a free trial on AnythingMCP Cloud, connect JTL Fulfillment Network in the guided setup, then add your MCP URL to Microsoft Copilot. No code and no server to run.

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Example prompts for JTL Fulfillment Network

Click any prompt to copy it. Paste into Claude, ChatGPT, Cursor, Gemini, Copilot or OpenClaw to run it against this connector.

JTL Fulfillment Network · live via MCP
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Claude is AI and can make mistakes. Please double-check responses.

💡 No install? Use cloud.anythingmcp.com directly. Sign in, click Connectors → JTL Fulfillment Network, paste your credentials, mint an MCP API key — done. No Docker, no git clone, no local server.

JTL Fulfillment Network + Microsoft Copilot

JTL Fulfillment Network (JTL-FFN) for merchants: products, stock per warehouse, outbound orders with shipping status and tracking, inbound deliveries, returns, warehouses and shipping methods of your fulfillers. Create or cancel outbounds on request. OAuth2.

Prerequisites

See the full setup instructions baked into the connector (visible in the in-app store when you select the connector). The required environment variables for this connector are:

JTL_FFN_CLIENT_ID, JTL_FFN_CLIENT_SECRET

Step 1 — Get credentials

  1. Sign in once at fulfillment.jtl-software.com with your JTL account, which needs the Merchant role. Until that first sign-in the API answers 404 for your user.
  2. Open kundencenter.jtl-software.de/oauth (the page is not in the Kundencenter menu) and create an OAuth client with the scopes ffn.merchant.read and ffn.merchant.write. Redirect URI: https://cloud.anythingmcp.com/api/mcp-oauth/callback on AnythingMCP Cloud, or <your AnythingMCP URL>/api/mcp-oauth/callback when self-hosted.
  3. Paste the client ID and secret into JTL_FFN_CLIENT_ID and JTL_FFN_CLIENT_SECRET, install, then click Authorize with Provider on the connector page. Access tokens last 30 minutes and are renewed automatically.
  4. Start with jtl_ffn_get_current_user, then jtl_ffn_list_warehouses and jtl_ffn_list_products. For an order, jtl_ffn_get_outbound shows its status and jtl_ffn_list_outbound_shipping_notifications the parcels with tracking.

A jfsku is JTL's 11-character product id (e.g. MERC01PRDCT), not your own SKU (merchantSku); outbound and inbound tools accept either the FFN id or your own order number. filter takes OData-style expressions such as status eq 'Shipped'. jtl_ffn_create_outbound and jtl_ffn_cancel_outbound are installed switched off: enable them deliberately and confirm the details before each call. Lists take limit (default 50) and offset.

Step 2 — Install the adapter

curl -fsSL https://raw.githubusercontent.com/HelpCode-ai/anythingmcp/main/docker-compose.quickstart.yml -o docker-compose.yml
printf 'JWT_SECRET=%s\nENCRYPTION_KEY=%s\n' "$(openssl rand -hex 32)" "$(openssl rand -hex 32)" > .env
docker compose up -d

Step 3 — Add the connector in Microsoft Copilot

Your server URL: in AnythingMCP, open MCP Servers → the server this connector is on, and copy its URL (https://cloud.anythingmcp.com/mcp/…). Use it wherever this guide shows YOUR_SERVER_ID.

Microsoft Copilot uses MCP servers through agents built in Copilot Studio: you add AnythingMCP to an agent as a tool, then publish the agent to Microsoft 365 Copilot and Teams. Copilot Studio connects from Microsoft's cloud over Streamable HTTP, which AnythingMCP supports.

  1. In Copilot Studio, open your agent (or create one), go to Tools and choose Add a tool → New tool → Model Context Protocol.
  2. Enter a Server name (for example AnythingMCP), a Server description that says what the connector does, and the Server URL https://cloud.anythingmcp.com/mcp/YOUR_SERVER_ID. Copilot Studio uses the description to decide when to call the server.
  3. Under authentication, choose API key, set Type to Header and the header name to X-API-Key, then select Create.
  4. In Add tool, choose Create a new connection, paste an MCP API key from AnythingMCP (MCP Servers → your server → API keys) and select Add to agent.
  5. Try it in the agent's Test pane: ask for something that needs the JTL Fulfillment Network tools.
  6. Select Publish, then Channels → Microsoft 365 and Microsoft Teams, keep Make agent available in Microsoft Copilot selected and choose Add channel. See agent in Teams installs it for you; in Microsoft 365 Copilot, type @ and pick the agent.

Prefer per-user sign-in? Choose OAuth 2.0 → Dynamic discovery instead of an API key: each user then signs in to AnythingMCP the first time the agent calls it.

Self-hosting? Use your instance's public HTTPS address instead of https://cloud.anythingmcp.com. Copilot Studio connects from Microsoft's cloud, so localhost does not work.

Available tools

ToolWhat it does
jtl_ffn_get_current_userReturn the JTL-FFN user behind the authorization: user id (your 4-character merchant id), address and roles
jtl_ffn_list_warehousesList the fulfiller warehouses authorized for this merchant, with warehouseId, fulfillerId, name, address and the shippingMethodIds each…
jtl_ffn_list_fulfillersList the fulfillment providers this merchant works with: 4-character userId (the fulfillerId used elsewhere), active flag and address
jtl_ffn_list_shipping_methodsList the shipping methods the fulfillers allow this merchant to use: shippingMethodId, name, carrierName, carrierCode, shippingType…
jtl_ffn_list_productsList the merchant's products in JTL-FFN with jfsku, merchantSku, name, identifiers (EAN, ASIN, MPN), dimensions, weight and attributes
jtl_ffn_get_productGet one product by its jfsku with all master data: name, merchantSku, identifiers, specifications (batch, best-before, serial number, bill…
jtl_ffn_list_stock_levelsList stock for all products across all warehouses: per jfsku the available stockLevel, stockLevelReserved (held by outbounds)…
jtl_ffn_get_product_stockGet the stock of one product by jfsku: available, reserved, announced and blocked quantities, split by warehouse and fulfiller, by batch…
jtl_ffn_list_warehouse_stockList the stock of all products in one warehouse: per jfsku and merchantSku the available, reserved, announced and blocked quantities
jtl_ffn_list_outboundsList outbound orders (shipments the fulfiller sends to customers) with outboundId, merchantOutboundNumber, status (Preparation, Pending…
jtl_ffn_get_outboundGet one outbound order with its status, status timestamps, shipping address, items with open quantities, shipping method, notes and cancel…
jtl_ffn_list_outbound_shipping_notificationsGet the shipping notifications the fulfiller posted for an outbound: shipped items with batch and serial numbers, and the packages with…
jtl_ffn_list_outbound_changesChange feed of outbounds modified within a time window (status changes, shipments, cancellations)
jtl_ffn_list_inboundsList inbound deliveries announced to the fulfillers' warehouses with inboundId, merchantInboundNumber, status (Preparation, Pending…
jtl_ffn_get_inboundGet one inbound delivery with its status, warehouse, supplier, purchase order number, note and items with announced quantities
jtl_ffn_list_inbound_shipping_notificationsGet the shipping notifications of an inbound delivery, i.e. what is on its way to the warehouse: packages with tracking identifiers…
jtl_ffn_list_returnsList customer returns with returnId, merchantReturnNumber, state (Announced, Arrived, Completed), warehouse, customer address, returned…
jtl_ffn_get_returnGet one customer return by returnId with its state, items (condition, linked outbound), labels and notes
jtl_ffn_list_cancel_reasonsList the standard cancel reasons of JTL-FFN (code and name)
jtl_ffn_create_outboundCreate a new outbound order: the fulfiller will pick, pack and ship these items to the address, which costs money and cannot be undone once…
jtl_ffn_cancel_outboundCancel an outbound order by setting its status to Canceled
jtl_ffn_create_inboundAnnounce an inbound delivery (Anlieferung, e.g. new stock from a supplier or production) to the fulfiller's warehouse, so the fulfiller can…

FAQ

Which Copilot is this for? Microsoft 365 Copilot at work, through agents built in Copilot Studio. The Microsoft Copilot app for personal accounts has no option to add your own MCP server.

What do I need? A work account with access to Copilot Studio (a license or a trial) to build the agent. People who use it in Microsoft 365 Copilot or Teams need access to the agent: share it with them, or ask an admin to publish it to the organization. If your organization applies data policies to Power Platform connectors, they cover MCP servers too.

The agent doesn't call the tools. Check that the header name is exactly X-API-Key and that the key belongs to the same MCP server as the URL, and make the server description specific: Copilot Studio uses it to decide when to call the server. Publish the agent again after each change; in an open chat, type "start over" to get the new version.

Next steps

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Connect JTL Fulfillment Network to Microsoft Copilot in 2 minutes

Start a free trial on AnythingMCP Cloud, connect JTL Fulfillment Network in the guided setup, then add your MCP URL to Microsoft Copilot. No code and no server to run.

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