Container Loading

io.github.lxxmng由 GitHub 帳號 lxxmng 發布v0.3.0更新於 Oct 24, 2026

Plan optimal container & truck loads: 3D layouts, utilization, centre of gravity, crush checks.

已驗證Streamable HTTP可網頁執行效率與工作流資料與分析商業與電商

概覽

AI 產生的概覽

託管型 MCP 伺服器，讓助理計算貨櫃與卡車三維裝載方案、自動選配櫃型，並產出裝載作業單與危險品文件草稿。

可以做什麼
列出可規劃的貨櫃、卡車、航空貨盤櫃與棧板類型，含內部尺寸與最大載重，並依總體積與重量提供快速櫃型建議。計算三維裝載方案，提供容積與載重使用率、重心、防壓損違規與固定綁紮清單，可省略櫃型自動選配。匯入 WMS/ERP 匯出的版本化裝箱單文件，回傳裝載方案與貨櫃清單，輸入無效時逐行回報錯誤。匯出裝載作業單，含裝櫃順序、加固動作、VGM、軸重與重心，可選零售通路進貨包裝檢查。起草危險品文件，含 IMDG 運輸文件描述、標牌與裝櫃證明聲明。
適用情境
適合規劃貨物如何裝入貨櫃、卡車、航空貨盤櫃或棧板，比較特定體積與重量下的櫃型組合，檢查重心、軸重或固定綁紮，或為出貨準備裝櫃順序與危險品文件時使用。
執行需求
遠端 MCP 端點，無需本機安裝或自行架設。完整設備目錄與正式版最佳化引擎需要以 Authorization Bearer 標頭傳入 API 金鑰；公開示範金鑰免註冊，但只回傳明確標示的合成方案。需能連線至該託管伺服器。
安裝前請注意
公開示範金鑰只產生明確標示的合成方案。匯出的作業單與危險品草稿僅為決策輔助，並非認證，請在自家零售通路或承運人入口網站核對數據。裝箱單與貨物明細會傳送至第三方託管服務。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Container Loading，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.lxxmng%2Fcontainer-loading/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "container-loading": {
      "type": "http",
      "url": "https://mcp.loadingmcp.com/mcp"
    }
  }
}

README

Container Load Planning MCP Server

[npm]

Plan container & truck loads across 200+ equipment types from Claude, Cursor, or any MCP client.

LoadingMCP is a container load-planning MCP server that lets an AI assistant compute 3D load plans, right-size the container mix, and check that a load is legal and safe to ship. It covers 200+ equipment types (containers, trucks, ULDs, pallets) and returns volume & payload utilization, centre of gravity, crush & securing checks, VGM, axle load, and CTU/IMDG compliance signals. It runs as a hosted remote server, so there is nothing to self-host.

Ask your AI: "Plan a 40HC load for these pallets" or "What's the cheapest container mix for 48 m³ at 19 t?"

Coverage

  • 200+ equipment types — 20'/40'/45' containers, high cubes, reefers, open-tops, flat-racks, box/curtain-side trucks, air ULDs, and standard pallets — each with internal dimensions (mm) and max payload (kg)
  • 3D bin-packing engine — real placement, not a volume guess. Drums and pipes hex-nest; big bags and sacks load on top and are never crushed; hazmat classes drive IMDG segregation
  • Compliance & safety — volume + payload utilization %, centre of gravity, crush-protection violations, securing/bracing checklist, VGM, and axle-load figures
  • Right-sizing — auto-selects the cheapest container/truck that fits when you don't name one

Sister product to TrackingMCP (ocean container tracking) and SchedulesMCP (sailing schedules & reliability).

Tools

ToolWhat it does
list_equipmentList the container, truck, ULD, and pallet types LoadingMCP can plan into, with internal dimensions (mm) and max payload (kg).
suggest_containersQuick volume + weight estimate of how many of which container to use, given total cargo volume (m³) and weight (kg).
plan_loadCompute a 3D load plan: equipment used, utilization (volume & payload %), centre of gravity, crush-protection violations, and a securing checklist. Cargo type drives realism (drums/pipes hex-nest, big bags load on top). Omit the equipment code to auto right-size.
export_planExport a machine-readable loading work order: numbered stuffing sequence (which SKU, where, in what order and orientation), securing/bracing actions, declarable VGM / axle / CoG figures, and an optional retailer (Amazon FBA / Walmart) inbound-packaging check.

Quick connect

The server is hosted at https://mcp.loadingmcp.com/mcp. Try it with zero signup using the public demo key lmcp_demo_public (clearly-labelled synthetic plans from the offline preview packer). A real API key runs the full 200+ equipment catalogue and the production PackingSolver optimizer.

Claude Desktop

json
{  "mcpServers": {    "container-loading": {      "command": "npx",      "args": ["-y", "mcp-remote", "https://mcp.loadingmcp.com/mcp",               "--header", "Authorization: Bearer lmcp_demo_public"]    }  }}

Cursor / Windsurf / VS Code (native HTTP MCP)

json
{  "mcpServers": {    "container-loading": {      "url": "https://mcp.loadingmcp.com/mcp",      "headers": { "Authorization": "Bearer lmcp_demo_public" }    }  }}

Replace lmcp_demo_public with a key from loadingmcp.com/mcp. Don't add "type": "streamable-http" — Claude Desktop rejects unknown config fields; Cursor/Windsurf infer transport from url. Registry ID: io.github.lxxmng/container-loading.

Example prompts

  • "Plan a 40HC load for these pallets."
  • "What's the cheapest container mix for 48 m³ at 19 t?"
  • "Right-size a container for 120 drums of 200 L each."
  • "Check the centre of gravity and axle load for this truck load."
  • "Which equipment types can hold a 12 m pipe bundle?"
  • "Export a stuffing sequence and VGM for this 40' load."

Truthfulness

Demo output is synthetic and clearly labelled. export_plan is decision support to help you MEET published retailer/carrier specs — verify in your own portal; it is not a retailer certification.

Links

License

MIT

來源：README.md，提交 f4c6c00

工具

6

list_equipment

List the standard container, truck, ULD and pallet types LoadingMCP can plan loads into, with internal dimensions (mm) and max payload (kg).

輸入參數category

suggest_containers

Given total cargo volume (m³) and weight (kg), suggest how many of which container to use — a quick volume/weight estimate. For an exact, dimension-aware plan with utilization, CoG and securing, use plan_load (which can also auto right-size).

輸入參數volumeM3必填weightKg必填

plan_load

Compute a 3D load plan for cargo into a container or truck: containers used, utilization (volume & payload %), centre of gravity, crush-protection violations, and a securing checklist (round cargo that rolls, soft cargo that slumps). Cargo `type` drives realism — drums/pipes hex-nest, big bags/sacks load on top and are never crushed. Omit `equipmentCode` to auto right-size to the cheapest container that fits. A real API key runs the production PackingSolver optimizer; the public demo key uses the offline preview packer.

輸入參數vgmmodeitems必填jurisdictionvesselMotionequipmentCodesequenceStops

export_plan

Export a load as a machine-readable LOADING WORK ORDER: a numbered stuffing sequence (which SKU, where, in what order and orientation), the securing/bracing action list, the key declarable figures (VGM, axle load, centre of gravity), and an optional per-retailer inbound-packaging check (Amazon FBA / Walmart). Feed it to a WES/TMS, a robotic palletiser, or a printable worker sheet. This is decision support to MEET published retailer/carrier specs — verify in your own portal; it is not a retailer certification.

輸入參數modeitems必填retailersequipmentCode

import_packing_list

ERP/TMS on-ramp: take a versioned "loadingmcp.packing-list" document (a WMS/ERP export — cargo lines + equipmentCode) and return a load plan + a container manifest. Parsing is fail-explicit: an invalid document returns the exact per-line issues, never a silently-dropped row. Pairs with plan_load's output for a full round-trip.

輸入參數packingList必填

export_dg_paperwork

Draft the dangerous-goods paperwork for a load from its cargo lines: an IMDG 5.4.1 transport-document description per DG line (UN, proper shipping name, class, PG, marine pollutant), the 5.3 placards + marks required, and the 5.4.2 container/vehicle packing-certificate statements. Input is a "loadingmcp.packing-list" document. This is a DRAFT from the curated DGL — it lists the fields a DG-competent person must still complete (flash point, net explosive mass, unverified PSN) and is never signed.

輸入參數packingList必填

版本歷史

2
  1. v0.3.0最新Oct 5, 2026
  2. v0.2.0Sep 16, 2026

評分

已滿足適用檢查項的 100%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

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