agentspeed.

huggingface.co

scanned 7/25/2026, 8:41:05 PM · cached · refresh in 20h · rubric 2026.07.4
Built with Webflow
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: warnSitemap present: passLink response headers: failCanonical URL: passMCP server card: failOAuth authorization metadata: passOAuth resource metadata: passAPI catalog / OpenAPI: failWeb Bot Auth: failMarkdown negotiation: failText-to-markup ratio: failContent without JavaScript: skipHeading hierarchy: warnCookie wall blocks content: passPage title: passMeta description: passJSON-LD present: failStructured data validates: skipSchema type coverage: failPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: passFull render time: skipPage weight: pass67/ 100 · D
Needs work

This is how AI agents (not browsers) experience huggingface.co. The score weights five categories of machine-readability; the ticks on the arc are the 30 individual checks behind it.

Discoverability
64
Readability
77
Structured data
0
Actionability
75
Performance
100

✉ Email me this report + alert me when it changes ↓

Top fixes

failJSON-LD presentStructured data

No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.

Fix · Webflow: Add JSON-LD in Page Settings → Custom Code (inside <head>) for the page’s type.

warnllms.txt presentDiscoverability

Found /llms.txt but missing H1 header and markdown links.

Fix · Webflow: Publish /llms.txt at your domain root. Build a spec-compliant one at /tools/llms-txt-generator.

failLink response headersDiscoverability

No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.

Fix: Emit `Link:` headers for canonical, alternate-language, and describedby relations. Agents that fetch HEAD-only or stream-render rely on these.

failText-to-markup ratioReadability

Visible text is 2.7% of HTML weight (4696/176012 bytes). Low. Markup may be crowding out agent-usable text.

Fix: Heavy ad or navigation markup crowds out agent-usable text. Aim for a text-to-DOM ratio above 15%.

failSchema type coverageStructured data

Page looks like Article|BlogPosting|NewsArticle; missing JSON-LD type(s): Article|BlogPosting|NewsArticle.

Fix: Align JSON-LD type to page purpose. Product pages without Product markup are skipped by agent shopping flows.

warnHeading hierarchyReadability

Heading issues: 5 skipped level(s).

Fix: Use a single H1 and avoid skipping heading levels (H1 → H3).

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Fix it

Generated, ready-to-ship files for the gaps above — copy them or download and drop them into your repo.

Add an llms.txt
Publish this at https://huggingface.co/llms.txt
# Hugging Face – The AI community building the future.

> We’re on a journey to advance and democratize artificial intelligence through open source and open science.

## Key pages
- [Home](https://huggingface.co/)
- [The AI community building the future.](https://huggingface.co/)
- [Models](https://huggingface.co/)
- [Spaces](https://huggingface.co/)
- [Datasets](https://huggingface.co/)
- [The Home of Machine Learning](https://huggingface.co/)
- [Accelerate your ML](https://huggingface.co/)

## About
Describe what huggingface.co does, who it's for, and the primary action you want an
agent to be able to complete. Keep it factual and current.

What the agent receives

The agent’s-eye view
Hugging Face – The AI community building the future. Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Website Tasks HuggingChat Collections Languages Organizations Community Blog Posts Daily Papers Hardware Learn Discord Forum GitHub Solutions Team &amp; Enterprise Hugging Face PRO Enterprise Support Inference Providers Inference Endpoints Storage Buckets Log In Sign Up The AI community building the future. The platform where the machine learning community collaborates on models, datasets, and applications. Explore AI Apps or Browse 2M+ models Trending on this week Models baidu/Unlimited-OCR Updated 2 days ago • 2.56M • 3.09k poolside/Laguna-S-2.1 Updated 1 day ago • 45.3k • 655 upstage/Solar-Open2-250B Updated 1 day ago • 2.78k • 557 DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF Updated 5 days ago • 484k • 533 thinkingmachines/Inkling Updated 2 days ago • 31.6k • 1.57k Browse 2M+ models Spaces Running on Zero MCP 765 Wan2.2 14B Fast Preview 🐌 765 generate a video from an image with a text prompt Running Featured 331 Bonsai 27B WebGPU Kernels 🌳 331 Run a 1-bit 27B LLM locally in your browser on WebGPU Running 184 Reproducing ICML 2026 🔬 184 Reproduce every ICML 2026 paper with your agent Running on Zero MCP Featured 2.01k Qwen-Image-Edit-2511-LoRAs-Fast 🎃 2.01k Demo of the Collection of Qwen Image Edit LoRAs Running Featured 471 HF Realtime Voice 🎙 471 Voice chat over WebSocket against a HF speech-to-speech Browse 1M+ applications Datasets HuggingFaceCode/stack-v3-train Updated 1 day ago • 35.4k • 138 SupraLabs/reasoning-corpus-4K-5M-v1 Updated 5 days ago • 2.17k • 112 Manusagents/GPT-5.5-Gemini-3.1-Pro-Grok-4-Claude-Fable-5-Mythos-5-Qwen-3.7-Max-and-more-Distillation-Dataset Updated 7 days ago • 7.27k • 73 FlyRank/internship-warehouse Updated 18 days ago • 5.2k • 348 openbmb/UltraX-Preview Updated 9 days ago • 6.35k • 265 Browse 500k+ datasets The Home of Machine Learning Create, discover and collaborate on ML better. The collaboration platform Host and collaborate on unlimited public models, datasets and applications. Move faster With the HF Open source stack. Explore all modalities Text, image, video, audio or even 3D. Build your portfolio Share your work with the world and build your ML profile. Sign Up Accelerate your ML We provide paid Compute and Enterprise solutions. Team &amp; Enterprise Give your team the most advanced platform to build AI with enterprise-grade security, access controls and dedicated support. Getting started Starting at $20/user/month Single Sign-On Regions Priority Support Audit Logs Resource Groups Private Datasets Viewer Inference Providers Access 45,000+ models from leading AI providers through a single, unified API with no service fees. Explore Models Compute Deploy on optimized Inference Endpoints or update your Spaces applications to a GPU in a few clicks. View pricing Starting at $0.60/hour for GPU More than 50,000 organizations are using Hugging Face Ai2 Enterprise non-profit • 968 models • 6.33k followers AI at Meta Enterprise company • 2.35k models • 13.8k followers Amazon Enterprise company • 36 models • 4.2k followers Google Enterprise company • 1.13k models • 62.6k followers Intel company • 260 models • 4.14k followers Microsoft Enterprise company • 537 models • 21k followers Grammarly Team company • 11 models • 229 followers Writer Enterprise company • 38 models • 397 followers Our Open Source We are building the foundation of ML tooling with the community. Transformers 162,974 State-of-the-art AI models for PyTorch Diffusers 34,152 State-of-the-art Diffusion models in PyTorch Safetensors 3,815 Safe way to store/distribute neural network weights Hub Python Library 3,764 Python client to interact with the Hugging Face Hub Tokenizers 10,917 Fast tokenizers optimized for research &amp; production TRL 18,927 Train transformers LMs with reinforcement learning Transformers.js 16,209 State-of-the-art ML running directly in your browser smolagents 28,531 Smol library to build great agents in Python PEFT 21,452 Parameter-efficient finetuning for large language models Datasets 21,763 Access &amp; share datasets for any ML tasks Text Generation Inference 10,882 Serve language models with TGI optimized toolkit Accelerate 9,794 Train PyTorch models with multi-GPU, TPU, mixed precision System theme Website Models Datasets Spaces Changelog Inference Endpoints HuggingChat Company About Brand assets Terms of service Privacy Careers Press Resources Learn Documentation Blog Forum Service Status Speed test Social GitHub Twitter LinkedIn Discord

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AgentSpeed score for huggingface.co
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Full breakdown

14 pass2 warn11 fail3 skip
Discoverability
pass
robots.txt present
A robots.txt is reachable at the site root.
100/100
pass
robots.txt allows AI agents
All 8 answer-time access agents allowed.
100/100
fail
Content-Signal directivesemerging
No Content-Signal directives. Add e.g. `Content-Signal: ai-train=no, ai-summarize=yes` to declare granular AI usage policy beyond binary allow/disallow.
0/100
warn
llms.txt present
Found /llms.txt but missing H1 header and markdown links.
60/100
pass
Sitemap present
sitemap.xml reachable and referenced from robots.txt.
100/100
fail
Link response headers
No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.
0/100
pass
Canonical URL
Canonical points to self: https://huggingface.co/.
100/100
fail
MCP server cardemerging
No valid MCP Server Card at /.well-known/mcp/server-card.json. Publish one so agents can discover your tools without HTML scraping.
0/100
pass
OAuth authorization metadataemerging
OAuth authorization-server metadata (RFC 8414) is published, so agents can discover authorization endpoints without out-of-band setup.
100/100
pass
OAuth resource metadataemerging
OAuth protected-resource metadata (RFC 9728) is published, so agents can discover required scopes and authorization servers programmatically.
100/100
fail
API catalog / OpenAPIemerging
No /.well-known/api-catalog (RFC 9727) and no /openapi.json|yaml. Publish one so agents that integrate with APIs can discover your endpoints.
0/100
fail
Web Bot Authemerging
No Web Bot Auth JWKS at /.well-known/http-message-signatures-directory.json. Publish one to allow trusted agents while keeping a default-deny posture for the rest.
0/100
Readability
fail
Markdown negotiationemerging
Accept: text/markdown returns HTML, not markdown. Serve a markdown variant of primary content when requested; agents summarize and cite it more reliably.
0/100
fail
Text-to-markup ratio
Visible text is 2.7% of HTML weight (4696/176012 bytes). Low. Markup may be crowding out agent-usable text.
20/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
—
warn
Heading hierarchy
Heading issues: 5 skipped level(s).
75/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
pass
Page title
A concise <title> is present (52 chars).
100/100
pass
Meta description
A well-sized meta description is present (107 chars).
100/100
Structured data
fail
JSON-LD present
No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.
0/100
skip
Structured data validates
No JSON-LD blocks present; nothing to validate (covered by structured_data.jsonld_present).
—
fail
Schema type coverage
Page looks like Article|BlogPosting|NewsArticle; missing JSON-LD type(s): Article|BlogPosting|NewsArticle.
0/100
Actionability
pass
Paywall / login wall
No paywall or login-wall detected on the landing URL.
100/100
fail
Agent Skills manifestemerging
No Agent Skills manifest at /.well-known/agent-skills.json. Enumerate the tasks agents can perform (search, add-to-cart, contact-support) so they pick the right one without scraping.
0/100
fail
WebMCP actionsemerging
No WebMCP detected. On pages with first-class actions (cart, support, account), embed a WebMCP server so on-page agents invoke tools directly.
0/100
pass
Primary action reachable
Primary offering identified ("AI community platform for models, datasets, and applications") with price/CTA ("Sign Up").
100/100
pass
Reachability
HTTP 200.
100/100
Performance
pass
Time to first byte
TTFB 68ms. Healthy.
100/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
—
pass
Page weight
Initial document is a lean 172 KB.
100/100
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