{
  "markdown": "# FerroLaser Parts Knowledge MCP Server\n\n**Fiber laser machine parts & components knowledge base as an MCP server** — 521 structured\nknowledge cards covering **fiber laser sources (Raycus, Max Photonics, JPT), laser cutting\nheads and welding heads (Raytools / Empower, OSPRI, Super Laser), CNC control systems\n(BOCHU / Friendess FSCUT, CypCut / HypCut)**: key specifications, wiring diagrams, alarm /\nerror code explanations, consumable part numbers, and selection advice — all distilled from\nofficial manufacturer manuals.\n\nMaintained by [FerroLaser](https://www.ferrolaser.com) — an industrial fiber laser machine\nmanufacturer in Jinan, China (laser cutting machines, welding machines, cleaning machines,\nmarking machines, sold factory-direct worldwide).\n\n## What can an AI assistant do with this?\n\n- *\"What does Raycus alarm code XX mean and how do I fix it?\"*\n- *\"BLT421 vs BM111 cutting head — which fits a 6kW source?\"*\n- *\"FSCUT2000 wiring: which terminal takes the servo alarm input?\"*\n- *\"What consumable part numbers does the Raytools BW06K welding head use?\"*\n- *\"How is a fiber laser cutting machine put together?\"* (component anatomy overview)\n- Send a sourcing / quote inquiry straight to FerroLaser's engineers (`submit_inquiry`)\n\n## Endpoint (hosted, free)\n\n```\nhttps://mcp.ferrolaser.com/mcp\n```\n\nTransport: **Streamable HTTP** (stateless). No authentication required for knowledge tools.\n\n### Claude Desktop / Claude Code\n\n```bash\nclaude mcp add --transport http ferrolaser-parts https://mcp.ferrolaser.com/mcp\n```\n\nor in `claude_desktop_config.json` / `.mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"ferrolaser-parts\": {\n      \"type\": \"http\",\n      \"url\": \"https://mcp.ferrolaser.com/mcp\"\n    }\n  }\n}\n```\n\n### Cursor / other MCP clients\n\nAdd a remote MCP server with URL `https://mcp.ferrolaser.com/mcp` (Streamable HTTP).\n\n## Tools\n\n| Tool | What it does |\n|---|---|\n| `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…) |\n| `get_part_card(card_id \\| title)` | Full card: spec tables, wiring, alarm codes, consumable part numbers, field notes |\n| `list_brands()` | Brands covered, card counts, one-line intro each |\n| `get_brand_overview(topic)` | Category essays: `anatomy`, `laser-sources`, `cutting-heads`, `welding-heads`, `control-systems`, `cladding-cleaning` |\n| `submit_inquiry(name, email, message, …)` | Reach FerroLaser sales engineers (machine quotes / part sourcing); human reply within one business day |\n\nCard bodies are written in Chinese (distilled from bilingual official manuals) — AI clients\ntranslate on the fly; model numbers, part numbers and alarm codes are language-neutral.\n\n## Self-hosting\n\n```bash\ndocker compose up -d --build   # serves on :8890, path /mcp\n```\n\nSet `GATEWAY_TOKEN` env only if you wire `submit_inquiry` to your own backend; knowledge\ntools work without any configuration.\n\n## Data & license\n\n- Knowledge cards are distilled from **publicly available official manufacturer manuals**;\n  no pricing, no BOMs, no customer data. Source PDFs are downloadable at\n  [ferrolaser.com/resources](https://www.ferrolaser.com/resources/).\n- Code: MIT. Knowledge data (`app/parts_kb.json`, `app/overviews/`): CC BY 4.0 —\n  attribution \"FerroLaser (ferrolaser.com)\".\n\n---\n\n*Fiber laser cutting machine · laser welding machine · laser cleaning machine · laser\nmarking machine — [FerroLaser](https://www.ferrolaser.com), Jinan, China.*\n",
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  "repo_slug": "jinweihan-ai/ferrolaser-parts-mcp",
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  "api": "https://agentalog.com/api/listings/mcp_io_github_jinweihan_ai_ferrolaser_parts_71693df5/readme"
}