> ## Documentation Index
> Fetch the complete documentation index at: https://private-7c7dfe99-mintlify-783ef6ba.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

export const FullWidthDivider = ({style}) => {
  const ref = useRef(null);
  useEffect(() => {
    if (!ref.current) return;
    const el = ref.current;
    const update = () => {
      requestAnimationFrame(() => {
        el.style.marginLeft = '';
        el.style.width = '';
        const elRect = el.getBoundingClientRect();
        const sidebar = document.getElementById('sidebar');
        const sidebarRect = sidebar && sidebar.getBoundingClientRect();
        const leftEdge = sidebarRect && sidebarRect.width > 0 ? sidebarRect.right : 0;
        const rightEdge = document.documentElement.clientWidth;
        const ml = Math.max(0, elRect.left - leftEdge);
        const mr = Math.max(0, rightEdge - elRect.right);
        el.style.marginLeft = `-${ml}px`;
        el.style.width = `calc(100% + ${ml + mr}px)`;
      });
    };
    update();
    window.addEventListener('resize', update);
    return () => window.removeEventListener('resize', update);
  }, []);
  return <hr ref={ref} className="ch-usecase-divider" style={style} />;
};

export const HeroCard = ({filename, darkFilename: darkFilenameProp, title, description, body, href, links, icon, showArrow, arrowBottom, extraClassName, logo, logoInvert, overlayImg, fullWidthImage, imageHeight = 'h-48'}) => {
  const assetBase = typeof window !== 'undefined' && window.location.pathname.startsWith('/docs') ? '/docs' : '';
  const withBase = p => p && p.startsWith('/') ? assetBase + p : p;
  const darkFilename = darkFilenameProp || (filename ? filename.replace('-light.', '-dark.') : null);
  const cardClassName = `ch-hero-card relative ${arrowBottom ? 'flex flex-col' : 'block'} p-4 rounded-lg no-underline bg-[#f9f9f9] border border-[#e5e7eb] text-inherit${fullWidthImage ? ' overflow-hidden' : ''}`;
  const content = <>
            {logo && <div className="absolute top-3 right-3 z-10 flex items-center justify-center w-8 h-8 rounded-md bg-white dark:bg-white/10 shadow-sm border border-[#e5e7eb] dark:border-white/10">
                    <img src={`${assetBase}/images/${logo}`} alt="" className={`w-5 h-5 object-contain${logoInvert ? ' ch-logo-invert' : ''}`} />
                </div>}
            {icon ? <div className="mb-6">
                    {icon}
                </div> : filename ? <div className={`${overlayImg ? 'relative mb-12' : ''}${fullWidthImage ? ' -mx-4 -mt-4' : ''}`}>
                    <img src={`${assetBase}/images/${filename}`} alt={title} className={`block dark:hidden w-full ${imageHeight} object-cover pointer-events-none${fullWidthImage ? '' : ' rounded-lg border border-[#d1d5db]'}`} />
                    <img src={`${assetBase}/images/${darkFilename}`} alt={title} className={`hidden dark:block w-full ${imageHeight} object-cover pointer-events-none${fullWidthImage ? '' : ' rounded-lg'}`} />
                    {overlayImg && <img src={`${assetBase}/images/${overlayImg}`} alt="" className="absolute right-4 bottom-0 translate-y-[40%] w-[46%] rounded-xl pointer-events-none z-20 ch-overlay-shadow" />}
                </div> : null}
            <h3 className={`text-[#111827] dark:text-white text-lg font-semibold leading-[1.3] ${icon || !filename ? 'mt-0' : 'mt-5'}`}>
                {title}
            </h3>
            {body ? body : <span className="block text-[#6b7280] dark:text-[#a1a1aa] mt-2 text-sm font-normal leading-normal min-h-[42px]">{description}</span>}
            {links && links.length > 0 && <ul className="mt-6 list-none p-0">
                    {links.map((link, index) => <li key={index} className={index > 0 ? 'mt-2' : 'mt-0'}>
                            <a href={link.href} onClick={e => {
    e.preventDefault();
    window.location.href = withBase(link.href);
  }} className="goal-card-link flex items-center justify-between text-[#374151] dark:text-[#FCFF74] text-sm font-medium no-underline gap-1">
                                <span className="truncate min-w-0">{link.label}</span>
                                <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round" className="shrink-0">
                                    <path d="M5 12h14M12 5l7 7-7 7" />
                                </svg>
                            </a>
                        </li>)}
                </ul>}
            {showArrow && <>
                    {arrowBottom && <div className="flex-1" />}
                    <div className="ch-usecase-arrow flex justify-end mt-4">
                        <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
                            <path d="M5 12h14M12 5l7 7-7 7" />
                        </svg>
                    </div>
                </>}
        </>;
  const fullClassName = [cardClassName, extraClassName].filter(Boolean).join(' ');
  if (links && links.length > 0) {
    return <div className={fullClassName}>{content}</div>;
  }
  return <a className={fullClassName} href={href} onClick={e => {
    e.preventDefault();
    window.location.href = withBase(href);
  }}>{content}</a>;
};

export const HighlightedClickHouse = () => {
  const assetBase = typeof window !== 'undefined' && window.location.pathname.startsWith('/docs') ? '/docs' : '';
  return <span className="relative inline-block px-8 py-3 -ml-4">
            <img src={`${assetBase}/images/highlight-lightmode.png`} className="block dark:hidden absolute top-0 right-0 bottom-0 left-[10px] w-full h-full object-fill pointer-events-none select-none" alt="" aria-hidden="true" />
            <img src={`${assetBase}/images/highlight-darkmode.png`} className="hidden dark:block absolute top-0 right-0 bottom-0 left-[10px] w-full h-full object-fill pointer-events-none select-none" alt="" aria-hidden="true" />
            <span className="relative z-10 text-white dark:text-[#1c1c1c]">ClickHouse</span>
        </span>;
};

export const McpLink = () => {
  const assetBase = typeof window !== 'undefined' && window.location.pathname.startsWith('/docs') ? '/docs' : '';
  const handleClick = e => {
    e.preventDefault();
    const target = document.getElementById('mcp-setup');
    if (target) target.scrollIntoView({
      behavior: 'smooth',
      block: 'start'
    });
  };
  return <a href="#mcp-setup" onClick={handleClick} className="inline-flex items-center gap-1.5 text-xs text-gray-500 dark:text-zinc-500 hover:text-gray-900 dark:hover:text-[#fdff75] transition-colors no-underline">
            <span aria-hidden="true" className="shrink-0 w-[13px] h-[13px] bg-current ch-mcp-icon" style={{
    WebkitMaskImage: `url(${assetBase}/images/icons/icon-mcp.svg)`,
    maskImage: `url(${assetBase}/images/icons/icon-mcp.svg)`
  }} />
            Set up docs MCP server
        </a>;
};

export const QuickstartLink = () => {
  const path = '/get-started/quickstarts/create-your-first-service-on-cloud';
  const withBase = p => (typeof window !== 'undefined' && window.location.pathname.startsWith('/docs') ? '/docs' : '') + p;
  return <a className="inline-flex items-center gap-1.5 text-gray-500 dark:text-zinc-500 hover:text-gray-900 dark:hover:text-[#fdff75] transition-colors font-normal no-underline" href={path} onClick={e => {
    e.preventDefault();
    window.location.href = withBase(path);
  }}>
            <svg xmlns="http://www.w3.org/2000/svg" width="13" height="13" fill="currentColor" viewBox="0 0 256 256" aria-hidden="true" className="shrink-0"><path d="M215.79,118.17a8,8,0,0,0-5-5.66L153.18,90.9l14.66-73.33a8,8,0,0,0-13.69-7l-112,120a8,8,0,0,0,3,13l57.63,21.61L88.16,238.43a8,8,0,0,0,13.69,7l112-120A8,8,0,0,0,215.79,118.17ZM109.37,214l10.47-52.38a8,8,0,0,0-5-9.06L62,132.71l84.62-90.66L136.16,94.43a8,8,0,0,0,5,9.06l52.8,19.8Z"></path></svg>
            Read the quickstart
        </a>;
};

export const McpSetup = () => {
  const jsonConfig = `{
  "mcpServers": {
    "clickhouse-docs": {
      "command": "npx",
      "args": ["-y", "mintlify-mcp", "--doc-url", "https://clickhouse.com/docs"]
    }
  }
}`;
  return <Tabs>
            <Tab title="Claude Code" icon="https://clickhouse-docs-assets.s3.us-east-1.amazonaws.com/logo-claudecode-color.svg">
                <p className="mb-2 text-[#9ca3af] text-[13px]">Run in your terminal:</p>
                <CodeBlock language="bash">{`claude mcp add --transport http clickhouse-docs https://clickhouse.com/docs/mcp --scope user`}</CodeBlock>
            </Tab>
            <Tab title="Claude Desktop" icon="https://clickhouse-docs-assets.s3.us-east-1.amazonaws.com/logo-claude.svg">
                <p className="mb-2 text-[#9ca3af] text-[13px]">Add to <code>claude_desktop_config.json</code>:</p>
                <CodeBlock language="json">{jsonConfig}</CodeBlock>
            </Tab>
            <Tab title="Cursor" icon="https://clickhouse-docs-assets.s3.us-east-1.amazonaws.com/logo-cursor.png">
                <p className="mb-2 text-[#9ca3af] text-[13px]">Add to <code>.cursor/mcp.json</code>:</p>
                <CodeBlock language="json">{jsonConfig}</CodeBlock>
            </Tab>
            <Tab title="Windsurf" icon="https://clickhouse-docs-assets.s3.us-east-1.amazonaws.com/logo-windsurf.svg">
                <p className="mb-2 text-[#9ca3af] text-[13px]">Add to <code>~/.codeium/windsurf/mcp_config.json</code>:</p>
                <CodeBlock language="json">{jsonConfig}</CodeBlock>
            </Tab>
        </Tabs>;
};

export const PageWrapper = ({children}) => {
  const [visible, setVisible] = useState(false);
  useEffect(() => {
    let id1, id2;
    id1 = requestAnimationFrame(() => {
      id2 = requestAnimationFrame(() => setVisible(true));
    });
    return () => {
      cancelAnimationFrame(id1);
      cancelAnimationFrame(id2);
    };
  }, []);
  return <div className={visible ? 'ch-page-visible' : 'ch-page-hidden'}>{children}</div>;
};

<style>
  {`
    .ch-goal-icon { color: #374151; }
    .dark .ch-goal-icon { color: #FAFF69; }
    /* Hide sidebar immediately on homepage (prevents flash) */
    #sidebar { display: none !important; }
    /* Make navbar span full width since sidebar is hidden */
    #navbar-transition-maple {
      width: 100vw !important;
      left: 0 !important;
      margin-left: 0 !important;
      /* Match the navbar's own right padding (3rem) */
      padding-left: 3rem !important;
      justify-content: flex-start !important;
    }
    `}
</style>

<PageWrapper>
  <div className="relative">
    <div className="absolute -top-14 left-0 right-0 opacity-80">
      <img src="https://mintcdn.com/private-7c7dfe99-mintlify-783ef6ba/JE_Iob8HZU5w5CU_/images/background-light.svg?fit=max&auto=format&n=JE_Iob8HZU5w5CU_&q=85&s=0675ebd17c26f0380482f8e6c2686c17" className="block dark:hidden pointer-events-none w-full h-auto" alt="Decorative background image." width="1152" height="388" data-path="images/background-light.svg" />

      <img src="https://mintcdn.com/private-7c7dfe99-mintlify-783ef6ba/JE_Iob8HZU5w5CU_/images/background-dark.svg?fit=max&auto=format&n=JE_Iob8HZU5w5CU_&q=85&s=4778a6ae89866ef898df334101d59752" className="hidden dark:block pointer-events-none w-full h-auto" alt="Decorative background image." width="1152" height="388" data-path="images/background-dark.svg" />
    </div>

    <div className="relative z-10 px-0 py-16 lg:py-12 lg:pb-40 max-w-6xl mx-auto">
      <h1 className="block text-[34px] font-semibold text-center text-gray-900 dark:text-zinc-50 tracking-tight">
        Start building with <HighlightedClickHouse />
      </h1>

      <div className="mx-auto px-4 -mt-5 text-[34px] font-semibold text-center text-gray-900 dark:text-zinc-50 tracking-tight">
        Docs for the fastest analytics database
      </div>

      <div className="flex items-center justify-center gap-3 mx-auto mt-8">
        <button type="button" id="home-search-entry" className="flex pointer-events-auto items-center text-sm leading-6 h-9 pl-3.5 pr-3 text-gray-500 dark:text-white/50 dark:brightness-[1.1] dark:hover:brightness-[1.25] justify-between truncate gap-2 min-w-[43px] w-[320px] bg-gray-950/[0.03] dark:bg-white/[0.03] hover:bg-gray-950/10 dark:hover:bg-white/10 shadow-none border border-white/10 ring-0 dark:ring-0 rounded" aria-label="Open search">
          <div className="flex items-center gap-2 min-w-[42px]"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round" className="lucide lucide-search min-w-4 flex-none text-gray-700 hover:text-gray-800 dark:text-gray-400 hover:dark:text-gray-200"><circle cx="11" cy="11" r="8" /><path d="m21 21-4.3-4.3" /></svg><div className="truncate min-w-0">Search...</div></div>
          <span className="flex-none text-xs font-semibold">⌘K</span>
        </button>

        <button type="button" className="flex-none hidden lg:flex items-center justify-center gap-1.5 pl-3 pr-3.5 h-9 shadow-none bg-gray-950/[0.03] dark:bg-white/[0.03] hover:bg-gray-950/10 dark:hover:bg-white/10 border border-white/10 rounded" id="home-assistant-entry" aria-label="Open Ask AI" onClick={() => {
                            if (window.Kapa && typeof window.Kapa.open === 'function') {
                                window.Kapa.open({ mode: 'ai' });
                                return;
                            }
                            let attempts = 0;
                            const iv = setInterval(() => {
                                attempts++;
                                if (window.Kapa && typeof window.Kapa.open === 'function') {
                                    clearInterval(iv);
                                    window.Kapa.open({ mode: 'ai' });
                                } else if (attempts > 60) {
                                    clearInterval(iv);
                                }
                            }, 50);
                        }}><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" className="size-4 shrink-0 text-gray-700 hover:text-gray-800 dark:text-[#fdff75]"><g fill="currentColor"><path d="M5.658,2.99l-1.263-.421-.421-1.263c-.137-.408-.812-.408-.949,0l-.421,1.263-1.263,.421c-.204,.068-.342,.259-.342,.474s.138,.406,.342,.474l1.263,.421,.421,1.263c.068,.204,.26,.342,.475,.342s.406-.138,.475-.342l.421-1.263,1.263-.421c.204-.068,.342-.259,.342-.474s-.138-.406-.342-.474Z" fill="currentColor" data-stroke="none" stroke="none" /><polygon points="9.5 2.75 11.412 7.587 16.25 9.5 11.412 11.413 9.5 16.25 7.587 11.413 2.75 9.5 7.587 7.587 9.5 2.75" fill="none" stroke="currentColor" strokeLinecap="round" strokeLinejoin="round" strokeWidth="1.5" /></g></svg><span className="text-sm text-gray-500 dark:text-white/50 whitespace-nowrap">Ask AI</span></button>
      </div>

      <div className="flex items-center justify-center gap-2 my-6 text-xs">
        <McpLink />

        <span className="text-gray-300 dark:text-zinc-600">|</span>

        <QuickstartLink />
      </div>

      <div className="grid md:grid-cols-2 lg:grid-cols-4 gap-x-6 gap-y-4 mt-24">
        <HeroCard
          title="Get started"
          description="I am new here, I want to get started and learn more"
          icon={
                <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="currentColor" viewBox="0 0 256 256" className="ch-goal-icon">
                    <path d="M215.79,118.17a8,8,0,0,0-5-5.66L153.18,90.9l14.66-73.33a8,8,0,0,0-13.69-7l-112,120a8,8,0,0,0,3,13l57.63,21.61L88.16,238.43a8,8,0,0,0,13.69,7l112-120A8,8,0,0,0,215.79,118.17ZM109.37,214l10.47-52.38a8,8,0,0,0-5-9.06L62,132.71l84.62-90.66L136.16,94.43a8,8,0,0,0,5,9.06l52.8,19.8Z"></path>
                </svg>
            }
          links={[
                { label: "What is ClickHouse?", href: "/get-started/about/intro" },
                { label: "Install", href: "/get-started/setup/cloud" },
                { label: "Quickstarts", href: "/get-started/quickstarts/home" },
                { label: "ClickHouse concepts", href: "/concepts/core-concepts/index" },
                { label: "Sample datasets", href: "/get-started/sample-datasets/index" },
                { label: "Migration guides", href: "/get-started/migrate/overview" },
                { label: "Best practices", href: "/concepts/best-practices/index" },
            ]}
        />

        <HeroCard
          title="Guides"
          description="I want to accomplish a specific task with ClickHouse"
          icon={
                <svg width="24" height="24" viewBox="0 0 23 26" fill="currentColor" xmlns="http://www.w3.org/2000/svg" className="ch-goal-icon">
                    <path d="M10.5468 0.000410874L10.9455 0.0348784L11.0594 0.0463676H11.1391L11.1619 0.0578567L11.3442 0.0808351C12.6542 0.241684 13.9187 0.655294 15.0693 1.32167L15.411 1.52847C16.8188 2.40717 17.9913 3.62092 18.8255 5.0632C19.6597 6.50549 20.1302 8.13224 20.1956 9.80068V9.97301L22.8385 15.0972C22.998 15.4534 23.0207 15.8555 22.9296 16.2346L22.8727 16.4184C22.7092 16.8547 22.3875 17.212 21.9727 17.418L19.2842 18.6588V22.3354C19.2842 22.749 19.1361 23.1511 18.8741 23.4728L18.7602 23.5992C18.4185 23.9439 17.9628 24.1277 17.5071 24.1277H11.9479C11.7213 24.1277 11.504 24.0369 11.3438 23.8753C11.1836 23.7137 11.0936 23.4945 11.0936 23.266C11.0936 23.0375 11.1836 22.8183 11.3438 22.6567C11.504 22.4951 11.7213 22.4043 11.9479 22.4043H17.5071C17.5161 22.4043 17.525 22.4025 17.5333 22.3991C17.5416 22.3956 17.5491 22.3905 17.5555 22.3841C17.5618 22.3777 17.5668 22.3701 17.5703 22.3617C17.5737 22.3534 17.5755 22.3444 17.5755 22.3354V18.1073C17.5755 17.7627 17.7691 17.464 18.0767 17.3261L21.2322 15.867C21.255 15.867 21.2664 15.844 21.2664 15.821C21.2664 15.821 21.2664 15.798 21.2892 15.821L18.5893 10.5934C18.5289 10.4723 18.4977 10.3384 18.4982 10.2028C18.4985 8.26916 17.8435 6.39351 16.6417 4.88686C15.44 3.38021 13.7638 2.33308 11.891 1.9191L11.8796 3.87226C12.4908 4.07696 13.0099 4.49442 13.3437 5.04989C13.6776 5.60537 13.8045 6.26257 13.7017 6.90381C13.5989 7.54504 13.2731 8.12843 12.7827 8.54949C12.2923 8.97055 11.6693 9.20179 11.0252 9.20179C10.3811 9.20179 9.75813 8.97055 9.26771 8.54949C8.77729 8.12843 8.45151 7.54504 8.34872 6.90381C8.24592 6.26257 8.37282 5.60537 8.70668 5.04989C9.04055 4.49442 9.55958 4.07696 10.1708 3.87226V1.72379H10.1139C8.92912 1.72379 7.74437 1.97655 6.66215 2.45909L6.34318 2.61994C4.36348 3.61458 2.85289 5.3569 2.13962 7.46837H4.54328C4.80529 7.46837 5.04452 7.58327 5.2154 7.77858L8.18865 11.3862C8.59946 11.2227 9.04377 11.1633 9.48264 11.2132C9.9215 11.2632 10.3415 11.421 10.7058 11.6728C11.0702 11.9245 11.3677 12.2626 11.5723 12.6573C11.777 13.052 11.8825 13.4914 11.8796 13.9368C11.8731 14.3547 11.7712 14.7655 11.582 15.1373C11.3927 15.5092 11.1211 15.8321 10.7882 16.081C10.4553 16.33 10.0701 16.4983 9.66231 16.573C9.25455 16.6476 8.83522 16.6266 8.43681 16.5116C8.03839 16.3965 7.67159 16.1905 7.36482 15.9094C7.05805 15.6284 6.81954 15.2799 6.66777 14.891C6.51601 14.5021 6.45505 14.0831 6.48964 13.6666C6.52422 13.2501 6.65341 12.8472 6.8672 12.4891L4.13318 9.19175H1.76369C1.58869 10.6683 1.80182 12.1653 2.38167 13.5326C2.96152 14.8998 3.88771 16.0892 5.0673 16.9814C5.31792 17.1652 5.44323 17.464 5.40906 17.7742L4.47493 25.2421C4.44623 25.4691 4.32929 25.6754 4.14983 25.8154C3.97038 25.9555 3.74311 26.0179 3.51802 25.9889C3.29294 25.96 3.08847 25.842 2.94961 25.661C2.81074 25.4801 2.74885 25.2508 2.77756 25.0238L3.64333 18.0384L3.42689 17.8546C2.43295 16.9732 1.62017 15.9036 1.03461 14.7066L0.875129 14.3389C0.0261547 12.4177 -0.2126 10.2786 0.191623 8.21517V8.33006V8.16921C0.670038 5.78467 1.9776 3.65103 3.87844 2.15317C5.77929 0.6553 8.1483 -0.10819 10.5581 0.000410874H10.5468ZM9.17974 12.9257C8.91537 12.9257 8.66184 13.0316 8.47491 13.2202C8.28797 13.4087 8.18295 13.6644 8.18295 13.931C8.18295 14.1977 8.28797 14.4534 8.47491 14.6419C8.66184 14.8304 8.91537 14.9363 9.17974 14.9363C9.4441 14.9363 9.69763 14.8304 9.88457 14.6419C10.0715 14.4534 10.1765 14.1977 10.1765 13.931C10.1765 13.6644 10.0715 13.4087 9.88457 13.2202C9.69763 13.0316 9.4441 12.9257 9.17974 12.9257ZM11.0252 5.45777C10.7608 5.45777 10.5073 5.56368 10.3204 5.75221C10.1334 5.94075 10.0284 6.19645 10.0284 6.46307C10.0284 6.72969 10.1334 6.9854 10.3204 7.17393C10.5073 7.36246 10.7608 7.46837 11.0252 7.46837C11.2896 7.46837 11.5431 7.36246 11.73 7.17393C11.917 6.9854 12.022 6.72969 12.022 6.46307C12.022 6.19645 11.917 5.94075 11.73 5.75221C11.5431 5.56368 11.2896 5.45777 11.0252 5.45777Z"/>
                </svg>
            }
          links={[
                { label: "Modelling data", href: "/guides/clickhouse/data-modelling/schema-design" },
                { label: "Optimizing performance", href: "/guides/clickhouse/performance-and-monitoring/query-optimization" },
                { label: "ClickHouse Cloud", href: "/products/cloud/guides" },
                { label: "Use-cases", href: "/guides/use-cases" }
            ]}
        />

        <HeroCard
          title="Reference"
          description="I know what I want to do - I just need the details"
          icon={
                <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="currentColor" viewBox="0 0 256 256" className="ch-goal-icon">
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                { label: "Settings", href: "/reference/settings/index" },
                { label: "Functions", href: "/reference/functions/regular-functions/overview" },
                { label: "Engines", href: "/reference/engines/engines" },
                { label: "System tables", href: "/reference/system-tables" },
                { label: "Formats", href: "/reference/formats/index" },
                { label: "Data types", href: "/reference/data-types/index" }
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      <FullWidthDivider style={{ margin: '40px 0 40px' }} />

      <h2 className="text-2xl font-semibold text-gray-900 dark:text-zinc-50 mb-0">Explore by use case</h2>
      <p className="text-sm text-gray-500 dark:text-zinc-500 mb-6">Discover how ClickHouse powers real-time analytics, observability, data warehousing, and agentic AI at any scale.</p>

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        <HeroCard title="Real-time analytics" description="Deliver instant insights and dashboards at scale. Analyze billions of rows in real time with millisecond results." href="/get-started/use-cases/real-time-analytics" showArrow />

        <HeroCard title="Observability" description="Store and query logs, metrics and traces at scale using ClickStack, the open source observability stack powered by ClickHouse." href="/clickstack/overview" showArrow />

        <HeroCard title="Data warehousing" description="Analyze and explore data instantly for insights and apps. Scale faster by offloading heavy workloads." href="/get-started/use-cases/data-warehousing" showArrow />

        <HeroCard title="Agentic analytics" description="Let AI agents query your real-time data directly to deliver instant, conversational insights and visualizations" href="/get-started/use-cases/agentic-analytics" showArrow />
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      <FullWidthDivider style={{ margin: '40px 0 40px' }} />

      <h2 className="text-2xl font-semibold text-gray-900 dark:text-zinc-50 mb-0">Explore by product</h2>
      <p className="text-sm text-gray-500 dark:text-zinc-500 mb-6">Browse ClickHouse products and integrations, from the managed cloud service to open source projects.</p>

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                            This section shows how ClickHouse makes data warehousing fast, simple, and predictable. Instead of wrestling with fragile pipelines and slow query engines, you centralize data from your apps, services, and tools in minutes, not weeks. From there, you can power real-time dashboards, trigger alerts, analyze historical trends, and build event-driven products on top of the same platform.
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                        { label: "How to ingest data from common sources with minimal work", href: "/integrations" },
                        { label: "Best practices for organizing data for analytics and growth", href: "/guides/clickhouse/data-modelling/schema-design" },
                        { label: "Ways to query large datasets in real time", href: "/get-started/use-cases/real-time-analytics" },
                        { label: "How to build dashboards, alerts, and event-driven features on top", href: "/get-started/use-cases/data-warehousing" },
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            <HeroCard logo="logo-ch.svg" logoInvert title="ClickStack" description="The all in one observability stack powered by ClickHouse, which gives you lightning-fast queries and powerful aggregations on logs, metrics, traces, session replays and errors." href="/clickstack/overview" extraClassName="flex-1" showArrow arrowBottom />

            <HeroCard logo="logo-postgres.svg" title="Managed Postgres" description="Fast, scalable, enterprise-grade Postgres service, natively integrated with ClickHouse. Easily combine Postgres for transactions and ClickHouse for analytics." href="/products/managed-postgres/overview" extraClassName="flex-1" showArrow arrowBottom />

            <HeroCard logo="logo-integration.svg" logoInvert title="Integrations" description="100+ integrations to connect the tools and services that you love with ClickHouse." href="/integrations/home" extraClassName="flex-1" showArrow arrowBottom />
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          <HeroCard filename="thumbnail-langfuse-light.png" title="LangFuse" description="Open-source LLM engineering platform for observability, metrics, evaluations, and prompt management." href="https://langfuse.com/docs" showArrow />

          <HeroCard filename="thumbnail-kubernetes-light.png" title="Kubernetes Operator" description="Automates deploying, configuring, and managing ClickHouse and ClickHouse Keeper clusters on Kubernetes." href="/products/kubernetes-operator/overview" showArrow />

          <HeroCard filename="thumbnail-chdb-light.png" title="chDB" description="A fast, reliable, and scalable in-process database. Experience the power of ClickHouse, in-process." href="/products/chdb/index" showArrow />
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      <FullWidthDivider style={{ margin: '40px 0 0' }} />

      <div id="mcp-setup" className="mt-16 scroll-mt-20">
        <h2 className="text-2xl font-semibold text-gray-900 dark:text-zinc-50 mb-0">Set up docs MCP server</h2>
        <p className="text-sm text-gray-500 dark:text-zinc-500 mb-6">Query the ClickHouse documentation directly from your AI tools using the Model Context Protocol.</p>

        <div className="mt-6">
          <McpSetup />
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      </div>
    </div>
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