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
claude mcp add --transport http ferrolaser-parts https://mcp.ferrolaser.com/mcp
or in claude_desktop_config.json / .mcp.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
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.