FerroLaser Parts Knowledge MCP Server

Fiber laser machine parts & components knowledge base as an MCP server — 521 structured knowledge cards covering fiber laser sources (Raycus, Max Photonics, JPT), laser cutting heads and welding heads (Raytools / Empower, OSPRI, Super Laser), CNC control systems (BOCHU / Friendess FSCUT, CypCut / HypCut): key specifications, wiring diagrams, alarm / error code explanations, consumable part numbers, and selection advice — all distilled from official manufacturer manuals.

Maintained by FerroLaser — an industrial fiber laser machine manufacturer in Jinan, China (laser cutting machines, welding machines, cleaning machines, marking machines, sold factory-direct worldwide).

What can an AI assistant do with this?

"What does Raycus alarm code XX mean and how do I fix it?"
"BLT421 vs BM111 cutting head — which fits a 6kW source?"
"FSCUT2000 wiring: which terminal takes the servo alarm input?"
"What consumable part numbers does the Raytools BW06K welding head use?"
"How is a fiber laser cutting machine put together?" (component anatomy overview)
Send a sourcing / quote inquiry straight to FerroLaser's engineers (submit_inquiry)

Endpoint (hosted, free)

https://mcp.ferrolaser.com/mcp

Transport: Streamable HTTP (stateless). No authentication required for knowledge tools.

Claude Desktop / Claude Code

bash

claude mcp add --transport http ferrolaser-parts https://mcp.ferrolaser.com/mcp

or in claude_desktop_config.json / .mcp.json:

json

{
  "mcpServers": {
    "ferrolaser-parts": {
      "type": "http",
      "url": "https://mcp.ferrolaser.com/mcp"
    }
  }
}

Cursor / other MCP clients

Add a remote MCP server with URL https://mcp.ferrolaser.com/mcp (Streamable HTTP).

Tools

Tool	What it does
`search_parts_knowledge(query, brand?, top?)`	Weighted search over 521 cards (title/brand/positioning/body), with brand-alias expansion (Friendess→BOCHU, Raytools→Empower, 锐科→Raycus…)
`get_part_card(card_id \| title)`	Full card: spec tables, wiring, alarm codes, consumable part numbers, field notes
`list_brands()`	Brands covered, card counts, one-line intro each
`get_brand_overview(topic)`	Category essays: `anatomy`, `laser-sources`, `cutting-heads`, `welding-heads`, `control-systems`, `cladding-cleaning`
`submit_inquiry(name, email, message, …)`	Reach FerroLaser sales engineers (machine quotes / part sourcing); human reply within one business day

Card bodies are written in Chinese (distilled from bilingual official manuals) — AI clients translate on the fly; model numbers, part numbers and alarm codes are language-neutral.

Self-hosting

bash

docker compose up -d --build   # serves on :8890, path /mcp

Set GATEWAY_TOKEN env only if you wire submit_inquiry to your own backend; knowledge tools work without any configuration.

Data & license

Knowledge cards are distilled from publicly available official manufacturer manuals; no pricing, no BOMs, no customer data. Source PDFs are downloadable at ferrolaser.com/resources.
Code: MIT. Knowledge data (app/parts_kb.json, app/overviews/): CC BY 4.0 — attribution "FerroLaser (ferrolaser.com)".

Fiber laser cutting machine · laser welding machine · laser cleaning machine · laser marking machine — FerroLaser, Jinan, China.