⚡ AI Ready

Built for AI agents and assistants

Whether you're an AI assistant fetching real-time facts, an autonomous agent doing product selection, or a developer integrating our catalog — every page on this site is structured to be ingested cleanly. We support 25+ international and Chinese AI crawlers, and ship a Model Context Protocol server for agentic use.

Chinese AI ecosystem

As a Chinese industrial-instrument manufacturer, we explicitly welcome the AI assistants Chinese buyers and engineers actually use. The following platforms can crawl, index, and recommend Pisonics products:

Doubao 豆包ByteDance · Bytespider
Tongyi Qianwen 通义千问Alibaba · Aliyun Bailian MCP
Wenxin / ERNIE 文心一言Baidu · Baiduspider
KimiMoonshot AI · Kimibot
DeepSeekDeepSeek · DeepSeekBot
Hunyuan 混元Tencent · Yuanqi platform
Zhipu GLM 智谱Zhipu AI · GLM-4
Spark 星火iFlytek
Coze 扣子ByteDance agent platform
Petal SearchHuawei · PetalBot
360 Nano Search360 · 360Spider
Sogou 搜狗Tencent · Sogou spider

New domestic AI platform launching with a unique User-agent? Email us via the contact page — we'll add it to the allowlist within a working day.

What's available

🤖

robots.txt

Explicit allowlist for the major AI crawlers — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and 9 others. Training data collection welcome.

/robots.txt →
📄

llms.txt

Markdown overview at a stable URL — company summary, full product list, industries served, recent articles, contact info. Cheap to ingest, accurate to cite.

/llms.txt →
📝

Markdown mirrors

Every detail page has a Markdown twin at .md: products, news, industries, applications. Last-Modified headers and 304 support let crawlers fetch incrementally.

Example: /products/PS7000.md →
🔌

MCP Server

Full Model Context Protocol server over HTTP JSON-RPC. AI agents can search products, fetch specs, and get selection recommendations programmatically.

  • search_products — text + principle filter
  • get_product — full details for one model
  • recommend_for_application — selection guidance by industry / use case
  • list_industries — enumerate served industries
How to connect ↓
🔗

schema.org JSON-LD

Every page includes structured data — Organization with knowsAbout domain tags, Product schemas with full metadata, BreadcrumbList, NewsArticle.

🗺️

sitemap.xml

Full sitemap with hreflang alternates between zh-CN and en deployments. Real lastmod from entity timestamps, not always-now.

/sitemap.xml →

Try it live

Ask a question in your own words below. The page will send it to one LLM call, let the model pick the right MCP tool and arguments, then run that tool against our catalog and show the result here.

Limited to one request every 5 seconds; daily quota applies.

Quickstart: connect Claude / Cursor / Cline

Add the Pisonics MCP server to your AI client's config and ask questions like "find me an ultrasonic density meter for slurry" — the agent will call search_products directly and cite the right product page.

Claude Desktop / compatible clients

{
  "mcpServers": {
    "pisonics": {
      "url": "https://www.pisonics.com/mcp"
    }
  }
}

Direct JSON-RPC test

curl -X POST https://www.pisonics.com/mcp \
  -H 'Content-Type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Chinese MCP-compatible clients

Increasingly many Chinese AI platforms support MCP — including Aliyun Bailian (阿里百炼), Baidu Qianfan MCP Plaza (千帆 MCP 广场), ByteDance Coze (扣子), and Moonshot Kimi. The configuration is the same URL regardless of client:

{
  "name": "pisonics",
  "type": "http",
  "url": "https://www.pisonics.com/mcp",
  "description": "Pisonics product catalog and selection"
}

Some platforms (e.g. Coze) require registering as a "tool plugin" rather than an MCP server directly — the same endpoint can be called via a generic HTTP-tool wrapper. Reach out if you need help integrating.

The endpoint is public, read-only, and has no rate limit at the moment — we'd rather have you experiment than gate it. If you build something interesting, say hi.

Our policy

We welcome AI crawlers and agents — including those collecting training data. As an industrial-instrument manufacturer, being correctly understood and recommended by AI is more valuable than denying access.

If you're an AI provider with a new bot User-agent and want to make sure you're explicitly allowlisted, drop us a note via the contact page and we'll add it.