DEVELOPERS

Connect your product to AI

Every manual hosted on Kefuma is a product-knowledge service AI can query and call directly. Three ways to connect — MCP, open API, llms.txt — all public, verifiable in one click.

MCP · Connect Claude, Cursor and more

Add a snippet of config to any MCP-capable client and AI can query your manual, file tickets for users, check warranties, and hand off to a human.

{
  "mcpServers": {
    "kefuma": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://kefuma.com/api/mcp"]
    }
  }
}

Open API · Call it from any language

REST endpoints with CORS fully open — try them with no auth required. Feed your official content into your own agent or support system.

curl -X POST https://kefuma.com/api/v2/tititalk/chat \
  -H 'Content-Type: application/json' \
  -d '{"question": "支持哪些语言？"}'

curl "https://kefuma.com/api/v2/tititalk/search?q=充电"

llms.txt · Zero-config for AI crawlers

The standard ecosystem entry point — ChatGPT, Doubao, Perplexity and others automatically discover and cite your official content.

https://kefuma.com/llms.txt              # 站点索引：全部已发布说明书
https://kefuma.com/m/tititalk.md          # 单册 Markdown 全文
https://kefuma.com/m/tititalk/llms.txt    # 单册索引卡

Consumption endpoints (for AI / agents)

GET/m/{slug}.mdMarkdown 全文，AI 爬虫最省读法Try it ↗

GET/api/v2/{slug}/manual结构化 JSON（章节 + FAQ）Try it ↗

GET/api/v2/{slug}/search?q=语义检索片段，带溯源 URLTry it ↗

GET/api/v2/{slug}/context?maxTokens=RAG 上下文包，预切块 + token 估算Try it ↗

POST/api/v2/{slug}/chat官方 RAG 问答

GET/api/v2/openapi.jsonOpenAPI 3.1 自描述Try it ↗

MCP tools

list_manuals列出全部已发布说明书

get_manual取某本说明书 Markdown 全文

search_manual语义检索片段 + 溯源

ask_manual官方口径 RAG 问答

submit_ticket替用户提交售后工单

check_warranty查询保修状态

register_product注册激活保修

request_human转人工，返回续聊 token

Management API (build / manage manuals)

Create, generate and publish manuals programmatically with an API key. Ideal for wiring content production into your pipeline; requires Pro.

View management API docs

Discovery entry points

Where AI and developers find all your content and interfaces.

/llms.txt站点级索引 /api/v2/openapi.jsonOpenAPI 3.1 规格 /sitemap.xml全站地图 /robots.txt放行 13 家 AI 爬虫