Buckets:

hf-doc-build
/

doc-dev

Files

xet

hf-doc-build/doc-dev / hub /pr_2521 /en /agents-mcp.html

HuggingFaceDocBuilder

about 1 month ago

download

raw

22.7 kB

	<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{"title":"Hugging Face MCP Server","local":"hugging-face-mcp-server","sections":[{"title":"What you can do","local":"what-you-can-do","sections":[],"depth":2},{"title":"Get started","local":"get-started","sections":[],"depth":2},{"title":"Using the server","local":"using-the-server","sections":[],"depth":2},{"title":"Built-in Tools","local":"built-in-tools","sections":[],"depth":2},{"title":"Add community tools (Spaces)","local":"add-community-tools-spaces","sections":[{"title":"Spaces options","local":"spaces-options","sections":[],"depth":3}],"depth":2},{"title":"Learn more","local":"learn-more","sections":[],"depth":2}],"depth":1}">
	<link href="/docs/hub/pr_2521/en/_app/immutable/assets/0.e3b0c442.css" rel="modulepreload">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/entry/start.d19e5ca7.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/scheduler.409792a1.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/singletons.1ece723a.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/index.0f0d9f26.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/paths.a67d9216.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/entry/app.98ab229a.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/preload-helper.78e52d9f.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/index.92d389ff.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/nodes/0.7799902b.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/each.e59479a4.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/nodes/10.9cd3113c.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/CopyLLMTxtMenu.dcf7fb47.js">
	<link rel="modulepreload" href="/docs/hub/pr_2521/en/_app/immutable/chunks/MermaidChart.svelte_svelte_type_style_lang.0c189c7e.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{"title":"Hugging Face MCP Server","local":"hugging-face-mcp-server","sections":[{"title":"What you can do","local":"what-you-can-do","sections":[],"depth":2},{"title":"Get started","local":"get-started","sections":[],"depth":2},{"title":"Using the server","local":"using-the-server","sections":[],"depth":2},{"title":"Built-in Tools","local":"built-in-tools","sections":[],"depth":2},{"title":"Add community tools (Spaces)","local":"add-community-tools-spaces","sections":[{"title":"Spaces options","local":"spaces-options","sections":[],"depth":3}],"depth":2},{"title":"Learn more","local":"learn-more","sections":[],"depth":2}],"depth":1}"><!-- HEAD_svelte-u9bgzb_END --> <p></p> <div class="items-center shrink-0 min-w-[100px] max-sm:min-w-[50px] justify-end ml-auto flex" style="float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"><div class="inline-flex rounded-md max-sm:rounded-sm"><button class="inline-flex items-center gap-1 h-7 max-sm:h-7 px-2 max-sm:px-1.5 text-sm font-medium text-gray-800 border border-r-0 rounded-l-md max-sm:rounded-l-sm border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-live="polite"><span class="inline-flex items-center justify-center rounded-md p-0.5 max-sm:p-0 hover:text-gray-800 dark:hover:text-gray-200"><svg class="sm:size-3.5 size-3" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg></span> <span>Copy page</span></button> <button class="inline-flex items-center justify-center w-6 max-sm:w-5 h-7 max-sm:h-7 disabled:pointer-events-none text-sm text-gray-500 hover:text-gray-700 dark:hover:text-white rounded-r-md max-sm:rounded-r-sm border border-l transition border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-haspopup="menu" aria-expanded="false" aria-label="Open copy menu"><svg class="transition-transform text-gray-400 overflow-visible sm:size-3.5 size-3 rotate-0" width="1em" height="1em" viewBox="0 0 12 7" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1 1L6 6L11 1" stroke="currentColor"></path></svg></button></div> </div> <h1 class="relative group"><a id="hugging-face-mcp-server" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#hugging-face-mcp-server"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Hugging Face MCP Server</span></h1> <p data-svelte-h="svelte-ebzbrt">The Hugging Face MCP (Model Context Protocol) Server connects your MCP‑compatible AI assistant (for example Codex, Cursor, VS Code extensions, Zed, ChatGPT or Claude Desktop) directly to the Hugging Face Hub. Once connected, your assistant can search and explore Hub resources and use community tools, all from within your editor, chat or CLI.</p> <h2 class="relative group"><a id="what-you-can-do" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#what-you-can-do"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>What you can do</span></h2> <ul data-svelte-h="svelte-1p8n6xh"><li>Search and explore Hub resources: models, datasets, Spaces, and papers.</li> <li>Search the Hugging Face documentation with natural language queries.</li> <li>Run community tools via MCP‑compatible Gradio apps hosted on <a href="https://hf.co/spaces" rel="nofollow">Spaces</a>.</li> <li>Bring results back into your assistant with metadata, links, and context.</li></ul> <h2 class="relative group"><a id="get-started" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#get-started"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Get started</span></h2> <ol data-svelte-h="svelte-1ergs7o"><li><p>Open your <a href="https://huggingface.co/settings/mcp" rel="nofollow">MCP settings</a> while logged in.</p></li> <li><p>Pick your client: select your MCP‑compatible client (for example Cursor, VS Code, Zed, Claude Desktop). The page shows client‑specific instructions and a ready‑to‑copy configuration snippet.</p></li> <li><p>Paste and restart: copy the snippet into your client’s MCP configuration, save, and restart/reload the client. You should see “Hugging Face” (or similar) listed as a connected MCP server in your client.</p></li></ol> <blockquote class="tip" data-svelte-h="svelte-a9zrlp"><p>The settings page generates the exact configuration your client expects. Use it rather than writing config by hand.</p></blockquote> <p data-svelte-h="svelte-7ocor3"><img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hf-mcp-settings.png" alt="MCP Settings Example"></p> <h2 class="relative group"><a id="using-the-server" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#using-the-server"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Using the server</span></h2> <p data-svelte-h="svelte-20m9d">After connecting, ask your assistant to use the Hugging Face tools. Example prompts:</p> <ul data-svelte-h="svelte-12psnjs"><li>“Search Hugging Face models for Qwen 3 Quantizations.”</li> <li>“Find a Space that can transcribe audio files.”</li> <li>“Show datasets about weather time‑series.”</li> <li>“Create a 1024 x 1024 image of a cat ghibli style.”</li> <li>“How do I use LoRA adapters with PEFT?” (uses Documentation Semantic Search)</li> <li>“Find papers about vision-language models.”</li></ul> <p data-svelte-h="svelte-1w5dvuh">Your assistant will call MCP tools exposed by the Hugging Face MCP Server (including Spaces you have selected, as shown in the next section) and return results (titles, owners, downloads, links, and so on). You can then open the resource on the Hub or continue iterating in the same chat.</p> <p data-svelte-h="svelte-o8wy8l"><img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hf-mcp-vscode.png" alt="HF MCP with Spaces in VS Code"></p> <h2 class="relative group"><a id="built-in-tools" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#built-in-tools"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Built-in Tools</span></h2> <p data-svelte-h="svelte-gw0eo1">The Hugging Face MCP Server includes several built-in tools that connect your AI assistant to the Hugging Face ecosystem. You can enable or disable each tool from your <a href="https://huggingface.co/settings/mcp" rel="nofollow">MCP settings</a>.</p> <table data-svelte-h="svelte-10xjgoh"><thead><tr><th>Tool</th> <th>Description</th></tr></thead> <tbody><tr><td><strong>Spaces Semantic Search</strong></td> <td>Find the best AI Apps via natural language queries.</td></tr> <tr><td><strong>Papers Semantic Search</strong></td> <td>Find ML Research Papers via natural language queries.</td></tr> <tr><td><strong>Model Search</strong></td> <td>Search for ML models with filters for task, library, and more.</td></tr> <tr><td><strong>Dataset Search</strong></td> <td>Search for datasets with filters for author, tags, and more.</td></tr> <tr><td><strong>Documentation Semantic Search</strong></td> <td>Search the Hugging Face documentation using natural language. Great for finding guides, API references, and tutorials across all Hugging Face libraries.</td></tr> <tr><td><strong>Run and Manage Jobs</strong></td> <td>Run, monitor, and schedule jobs on Hugging Face infrastructure.</td></tr> <tr><td><strong>Hub Repository Details</strong></td> <td>Get detailed information about Models, Datasets, and Spaces. Optionally enable <strong>Include repository README files</strong> to include README content in results.</td></tr></tbody></table> <blockquote class="tip" data-svelte-h="svelte-xa8vbp"><p>Enable <strong>Documentation Semantic Search</strong> to let your assistant find relevant Hugging Face documentation. For example, ask “How do I fine-tune a model with PEFT?” or “What are the options for the transformers Trainer?”</p></blockquote> <h2 class="relative group"><a id="add-community-tools-spaces" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#add-community-tools-spaces"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Add community tools (Spaces)</span></h2> <p data-svelte-h="svelte-1fz8qk6">You can extend your setup with MCP‑compatible Gradio Spaces built by the community:</p> <ul data-svelte-h="svelte-1ger1wj"><li>Explore Spaces with MCP support <a href="https://huggingface.co/spaces?filter=mcp-server" rel="nofollow">here</a>.</li> <li>Add the relevant Space in your MCP settings on Hugging Face <a href="https://huggingface.co/settings/mcp" rel="nofollow">here</a>.</li></ul> <p data-svelte-h="svelte-anhnka">Gradio MCP apps expose their functions as tools (with arguments and descriptions) so your assistant can call them directly. Please restart or refresh your client so it picks up new tools you add.</p> <p data-svelte-h="svelte-lvyf92"><img src="https://cdn-uploads.huggingface.co/production/uploads/5f17f0a0925b9863e28ad517/ex9KRpvamn84ZaOlSp_Bj.png" alt="image/png"></p> <p data-svelte-h="svelte-1s6f3uz">Check out our dedicated guide for Spaces as MCP servers <a href="https://huggingface.co/docs/hub/spaces-mcp-servers#add-an-existing-space-to-your-mcp-tools" rel="nofollow">here</a>.</p> <h3 class="relative group"><a id="spaces-options" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#spaces-options"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Spaces options</span></h3> <p data-svelte-h="svelte-1d9b732">Your <a href="https://huggingface.co/settings/mcp" rel="nofollow">MCP settings</a> provide several options to customize how Spaces work:</p> <table data-svelte-h="svelte-1qz2yes"><thead><tr><th>Option</th> <th>Description</th></tr></thead> <tbody><tr><td><strong>Dynamic Spaces</strong> <em>(Experimental)</em></td> <td>Dynamically call MCP Spaces at runtime. When enabled, your assistant can discover and use MCP-compatible Spaces on-the-fly without adding them manually.</td></tr> <tr><td><strong>Remove Embedded Images</strong></td> <td>Remove embedded images generated by Gradio Spaces. Useful if your MCP client has limited image support or you want text-only responses.</td></tr> <tr><td><strong>MCP-UI Support</strong> <em>(Experimental)</em></td> <td>Embed Gradio Spaces directly in your mcp-ui client. This enables richer interactive experiences when your client supports it.</td></tr></tbody></table> <h2 class="relative group"><a id="learn-more" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#learn-more"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Learn more</span></h2> <ul data-svelte-h="svelte-1gj032n"><li>Settings and client setup: <a href="https://huggingface.co/settings/mcp" rel="nofollow">https://huggingface.co/settings/mcp</a></li> <li>Changelog announcement: <a href="https://huggingface.co/changelog/hf-mcp-server" rel="nofollow">https://huggingface.co/changelog/hf-mcp-server</a></li> <li>Hugging Face MCP Server: <a href="https://huggingface.co/mcp" rel="nofollow">https://huggingface.co/mcp</a></li> <li>Build your own MCP Server with Gradio Spaces: <a href="https://www.gradio.app/guides/building-mcp-server-with-gradio" rel="nofollow">https://www.gradio.app/guides/building-mcp-server-with-gradio</a></li></ul> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/hub-docs/blob/main/docs/hub/agents-mcp.md" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg> <span data-svelte-h="svelte-zjs2n5"><span class="underline">Update</span> on GitHub</span></a> <p></p>

	<script>
	{
	__sveltekit_1bollga = {
	assets: "/docs/hub/pr_2521/en",
	base: "/docs/hub/pr_2521/en",
	env: {}
	};

	const element = document.currentScript.parentElement;

	const data = [null,null];

	Promise.all([
	import("/docs/hub/pr_2521/en/_app/immutable/entry/start.d19e5ca7.js"),
	import("/docs/hub/pr_2521/en/_app/immutable/entry/app.98ab229a.js")
	]).then(([kit, app]) => {
	kit.start(app, element, {
	node_ids: [0, 10],
	data,
	form: null,
	error: null
	});
	});
	}
	</script>

Xet Storage Details

Size:: 22.7 kB
Xet hash:: f423b7ab662017f647608487050217321300aec20e66e8320effe9f95338f158

Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.