Ferrolaser Parts

io.github.jinweihan-aiPublished by GitHub account jinweihan-aiv1.0.0Updated Oct 24, 2026

Fiber laser parts knowledge: laser sources, cutting/welding heads, CNC controls, alarm codes.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryBusiness & Commerce

Overview

AI-generated overview

Hosted knowledge base of fiber laser machine parts — laser sources, cutting and welding heads, CNC controls and alarm codes — searchable by an AI assistant.

What you can do
  • Search 521 structured knowledge cards by keyword and brand, with brand-alias expansion
  • Open a full card for specifications, wiring, alarm/error codes and consumable part numbers
  • List covered brands with card counts and short intros
  • Read category overviews such as anatomy, laser sources, cutting heads, welding heads and control systems
  • Send a sourcing or quote inquiry to the vendor's sales engineers
When to use it
Useful when an assistant has to answer practical questions about fiber laser equipment: what an alarm code means, which cutting head fits a given source power, how a control system is wired, or which consumable part numbers apply.
Requirements
A remote Streamable HTTP endpoint; no authentication, environment variables or headers are needed for the knowledge tools. Card bodies are in Chinese, so the client translates them. Self-hosting is possible via Docker with an optional GATEWAY_TOKEN for inquiry routing.
Before you install
The submit_inquiry tool sends your name, email and message to the vendor's sales engineers, who reply within a business day; treat it as contacting a commercial supplier. Content is vendor-maintained and distilled from manufacturer manuals, so verify safety-critical wiring and part numbers against official documentation.

Installation

In SourceWeft

  1. Open Ferrolaser Parts in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.jinweihan-ai%2Fferrolaser-parts/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

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

README

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

ToolWhat 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.

Source: README.md at commit 0a35e01

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declaredRequired10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts