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    <title>DEV Community: datawebot</title>
    <description>The latest articles on DEV Community by datawebot (@wakmagpie).</description>
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      <title>DEV Community: datawebot</title>
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    <item>
      <title>Give your AI agent live product prices from any online shop (with MCP)</title>
      <dc:creator>datawebot</dc:creator>
      <pubDate>Sun, 25 Oct 2026 05:34:55 +0000</pubDate>
      <link>https://dev.to/wakmagpie/give-your-ai-agent-live-product-prices-from-any-online-shop-with-mcp-3gal</link>
      <guid>https://dev.to/wakmagpie/give-your-ai-agent-live-product-prices-from-any-online-shop-with-mcp-3gal</guid>
      <description>&lt;p&gt;Ask an AI assistant "who sells the Sony WH-1000XM5 cheapest right now?" and you usually get one of two answers: a guess from training data, or a link to a single shop. Agents that compare products, monitor prices or research suppliers need something better: current listings from many shops, with the seller, the price and a link they can check.&lt;/p&gt;

&lt;p&gt;That is what &lt;a href="https://www.datawebot.com" rel="noopener noreferrer"&gt;datawebot&lt;/a&gt; does. It is a hosted MCP server that gives agents ecommerce product data, so any MCP client (Claude, ChatGPT, Cursor, VS Code, Gemini CLI and others) can use it without you writing a scraper.&lt;/p&gt;

&lt;h2&gt;
  
  
  What your agent can do with it
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Search products across online shops.&lt;/strong&gt; &lt;code&gt;search_products&lt;/code&gt; takes a query and a country and returns titles, prices, shops, ratings, review counts, images and links.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Compare every seller for one product.&lt;/strong&gt; &lt;code&gt;get_product_offers&lt;/code&gt; lists each seller's price, total with shipping, stock or delivery notes and a direct link to the product page.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Pull structured data from store pages.&lt;/strong&gt; Extraction jobs run on Amazon search and product pages in 10 countries, Walmart US and the other stores in the &lt;a href="https://www.datawebot.com/endpoints" rel="noopener noreferrer"&gt;endpoint directory&lt;/a&gt;. The agent picks a contract with &lt;code&gt;list_job_blueprints&lt;/code&gt;, submits a URL with &lt;code&gt;submit_job&lt;/code&gt;, then reads records with &lt;code&gt;get_results&lt;/code&gt;.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Results are dated snapshots with source links. There is no price history and no alerts, so treat prices as "as of" the retrieval time.&lt;/p&gt;

&lt;h2&gt;
  
  
  Connect it in one line
&lt;/h2&gt;

&lt;p&gt;The quickest way is to let your agent set itself up. Paste this into Claude Code, Cursor, Codex or any agent that can read a URL:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Read https://mcp.datawebot.com/setup.md and follow the instructions.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The agent starts the sign-in, you approve it from your email inbox, and the server is added. Nobody pastes a key into the chat.&lt;/p&gt;

&lt;p&gt;Or add the server yourself. The endpoint is Streamable HTTP with OAuth sign-in:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"mcpServers"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"datawebot"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"type"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"http"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"url"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"https://mcp.datawebot.com/mcp"&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In Claude Code you can also install the plugin, which adds the server and a skill that teaches the agent how to use it:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;/plugin marketplace add datawebot/datawebot-mcp
/plugin install datawebot@datawebot
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;For scripts, there is a REST API with an API key and an &lt;a href="https://www.datawebot.com/openapi.json" rel="noopener noreferrer"&gt;OpenAPI spec&lt;/a&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  A typical agent flow
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;code&gt;discover&lt;/code&gt; lists the tools available right now.&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;search_products&lt;/code&gt; with &lt;code&gt;{"query": "Sony WH-1000XM5", "country": "US"}&lt;/code&gt; returns candidates.&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;get_product_offers&lt;/code&gt; with a result's &lt;code&gt;product_id&lt;/code&gt; returns every seller and link.&lt;/li&gt;
&lt;li&gt;For bulk or page-level data, &lt;code&gt;list_job_blueprints&lt;/code&gt; → &lt;code&gt;submit_job&lt;/code&gt; → &lt;code&gt;get_job&lt;/code&gt; → &lt;code&gt;get_results&lt;/code&gt;.&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  Pricing
&lt;/h2&gt;

&lt;p&gt;Sign-in is free. Every account gets a free daily search allowance and 200 trial credits for extraction jobs. After that, credit packs start at $10, with no subscription, and failed or empty jobs are free.&lt;/p&gt;

&lt;h2&gt;
  
  
  Links
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Docs: &lt;a href="https://www.datawebot.com/docs/agents" rel="noopener noreferrer"&gt;https://www.datawebot.com/docs/agents&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;MCP server: &lt;a href="https://mcp.datawebot.com/mcp" rel="noopener noreferrer"&gt;https://mcp.datawebot.com/mcp&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Official MCP Registry: &lt;code&gt;com.datawebot/datawebot&lt;/code&gt;
&lt;/li&gt;
&lt;li&gt;Connection kit (MIT): &lt;a href="https://github.com/datawebot/datawebot-mcp" rel="noopener noreferrer"&gt;https://github.com/datawebot/datawebot-mcp&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>mcp</category>
      <category>ai</category>
      <category>ecommerce</category>
      <category>agents</category>
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