AI-first · MCP-ready · Human-readable

Make AI get your product right not make it up

Upload one PDF and AI can query your official content directly over MCP and open APIs — ChatGPT, Doubao and your own agents cite and call the accurate version instead of making it up. The same content also generates an interface consumers can scan and read.

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POST kefuma.com/api/mcpMCP server · live
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MCP 2025-06-18 · JSON-RPC 2.0list_manuals · get_manual · search_manual · ask_manual
Machine-readablellms.txt/api/v2MCPOpenAPI 3.1IndexNow

Publish once, every AI receives it

ChatGPTPerplexityCopilot豆包KimiDeepSeek通义千问文心一言

IndexNow pushes to Bing in seconds and active push covers Baidu—retrieval sources for leading AI at home and abroad are all included, no need to submit one by one.

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PDF / Image / TXT / Markdown, up to 20MB

Supports PDF, PNG, JPG and more. AI auto-detects content and generates manual.

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Manuals both humans and AI can read

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