Analyzed URL
https://vimal-gandhi.vercel.app
Measured 13 hours ago
AI-Ready Score
Excellent
out of 100
Token Savings
Score Breakdown
Emerging protocols
6 of 6 detectedWell-known endpoints AI agents look for. Detected here means an agent can discover and connect to your service automatically.
-
OAuth Protected Resource RFC 9728
/.well-known/oauth-protected-resource- resource: https://vimal-gandhi.vercel.app
- 1 authorization server(s)
-
OAuth Discovery RFC 8414
/.well-known/oauth-authorization-server- issuer: https://vimal-gandhi.vercel.app
- token_endpoint: https://vimal-gandhi.vercel.app/agent/identity
- 2 grant type(s)
-
MCP Server Card SEP-1649 draft
/.well-known/mcp/server-card.json- name: Vimal Gandhi Public Discovery
- v1.0.0
- 2 resource(s)
-
A2A Agent Card A2A v1.0
/.well-known/agent-card.json- name: Vimal Gandhi Portfolio Discovery Agent
- v1.0.0
- 3 capabilities
- 3 skill(s)
-
API Catalog RFC 9727
/.well-known/api-catalog- 1 API(s)
-
Agent Skills index Discovery RFC v0.2.0 draft
/.well-known/agent-skills/index.json- 3 skill(s)
- Discover development services, Review portfolio projects, Request a project consultation
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What we measured CDN level (Cloudflare) — Content negotiation
Your site supports Markdown for Agents only in part — "what we measured", above, lists the mechanisms you already have. Adding the rest lets more agents request markdown instead of parsing HTML, cutting token usage by ~80%.
How to implement
- Serve a Markdown twin at a second URL, e.g. /page.md alongside /page.
- Add <link rel="alternate" type="text/markdown" href="…"> to the HTML head.
- Add a Link HTTP header pointing at the Markdown version: Link: <…>; rel="alternate"; type="text/markdown".
What we measured Content ratio: 1.0% (1123 content chars / 117741 HTML bytes)
Your page has a low ratio of actual content to total HTML. Much of the page weight is markup, scripts, or styles rather than content.
How to implement
Move CSS to external stylesheets, remove inline styles, minimize JavaScript, and ensure the HTML focuses on content structure.
Available for work From websites and mobile apps to cloud infrastructure, I help businesses turn ideas into reliable digital products—from planning and development to launch and ongoing support. [See My Projects](https://vimal-gandhi.vercel.app/portfolio) [Let's Talk](https://vimal-gandhi.vercel.app/contact) Years Experience Projects Done Happy Clients What I Do Six service lines, one developer — so you're not juggling three vendors to ship one product. Kind Words > “Vimal transformed our WordPress website with a modern, high-performance design. The project was delivered smoothly with excellent communication, clean implementation, and great attention to detail. I'd confidently recommend him for any WordPress development work.” > “Collaborating with Vimal on web development projects has been a fantastic experience. His expertise in modern frontend development, attention to UI/UX, and commitment to clean, maintainable code made the entire development process seamless.” > “Clean code, great communication, delivered ahead of schedule. I'd work with Vimal again without hesitation.” Tell me about the problem you're solving — I'll be honest about whether I'm the right fit, and what it'll take to get there. [Let's Talk](https://vimal-gandhi.vercel.app/contact)
Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud [Skip to content](https://vimal-gandhi.vercel.app/#main-content) [Gandhi Tech](https://vimal-gandhi.vercel.app/) [Let's Talk](https://vimal-gandhi.vercel.app/contact) Available for work# I help startups and businesses launch fast, scalable software without hiring an entire tech team. From websites and mobile apps to cloud infrastructure, I help businesses turn ideas into reliable digital products—from planning and development to launch and ongoing support. [See My Projects](https://vimal-gandhi.vercel.app/portfolio) [Let's Talk](https://vimal-gandhi.vercel.app/contact) 0+ Years Experience 0+ Projects Done 0% Happy Clients  Full-Stack Developer Web · Mobile · Cloud What I Do ## Services I Offer Six service lines, one developer — so you're not juggling three vendors to ship one product. ### Cloud Infrastructure Deploy secure infrastructure that scales with your business and stays reliable as you grow. [Learn more about Cloud Infrastructure](https://vimal-gandhi.vercel.app/services) ### Blockchain & Web3 Build secure Web3 products, smart contracts, and blockchain solutions for modern businesses. [Learn more about Blockchain & Web3](https://vimal-gandhi.vercel.app/services) ### Web Development Websites that load fast, rank better on Google, and convert visitors into customers. [Learn more about Web Development](https://vimal-gandhi.vercel.app/services) ### Mobile App Development Launch mobile apps that keep customers engaged and support your business growth. [Learn more about Mobile App Development](https://vimal-gandhi.vercel.app/services) ### Shopify Development Create high-converting Shopify stores that turn visitors into paying customers. [Learn more about Shopify Development](https://vimal-gandhi.vercel.app/services) ### WordPress Development Easy-to-manage WordPress websites optimized for speed, SEO, and lead generation. [Learn more about WordPress Development](https://vimal-gandhi.vercel.app/services) Kind Words ## What Clients Say > “Vimal transformed our WordPress website with a modern, high-performance design. The project was delivered smoothly with excellent communication, clean implementation, and great attention to detail. I'd confidently recommend him for any WordPress development work.” > “Collaborating with Vimal on web development projects has been a fantastic experience. His expertise in modern frontend development, attention to UI/UX, and commitment to clean, maintainable code made the entire development process seamless.” > “Clean code, great communication, delivered ahead of schedule. I'd work with Vimal again without hesitation.” ## Not sure where to start? Tell me about the problem you're solving — I'll be honest about whether I'm the right fit, and what it'll take to get there. [Let's Talk](https://vimal-gandhi.vercel.app/contact) [](https://wa.me/919054032122?text=Hello%20Vimal%2C%20I%27d%20like%20to%20discuss%20a%20project. "Chat on WhatsApp")
Upload this file as /index.md on your server so AI agents can access a clean version of your page. You can also configure Accept: text/markdown content negotiation to serve it automatically.
Our recommendation
# Vimal Gandhi > Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that ship on time, convert well, and scale. ## Documentation - [FAQ](https://vimal-gandhi.vercel.app/faq) ## Main - [Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud](https://vimal-gandhi.vercel.app): Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that sh… - [Services](https://vimal-gandhi.vercel.app/services) - [About](https://vimal-gandhi.vercel.app/about) - [Gandhi Tech](https://vimal-gandhi.vercel.app/) - [Portfolio](https://vimal-gandhi.vercel.app/portfolio) - [Sitemap](https://vimal-gandhi.vercel.app/sitemap.xml) ## Legal - [Privacy Policy](https://vimal-gandhi.vercel.app/privacy) - [Terms](https://vimal-gandhi.vercel.app/terms) ## Support - [FAQ](https://vimal-gandhi.vercel.app/faq) - [Contact](https://vimal-gandhi.vercel.app/contact)
Full llms.txt requires domain-wide analysis (coming soon)
Upload this file to https://vimal-gandhi.vercel.app/llms.txt at the root of your domain. AI agents like ChatGPT, Claude, and Perplexity check this file to understand your site structure.
This site already has a llms.txt file.
Valid format# Vimal Gandhi > Full-stack developer with 7+ years experience building web apps, mobile products, Shopify stores, WordPress sites, and AWS cloud solutions for startups and businesses worldwide. ## Pages - [Home](https://vimal-gandhi.vercel.app/): Portfolio homepage — services overview, featured work, and client testimonials - [Services](https://vimal-gandhi.vercel.app/services): Web, mobile, Shopify, WordPress, AWS cloud, and Web3 development services with pricing guidance - [Portfolio](https://vimal-gandhi.vercel.app/portfolio): Selected projects across hospitality, e-commerce, finance, and education - [About](https://vimal-gandhi.vercel.app/about): Background, skills, and experience as a freelance full-stack developer - [FAQ](https://vimal-gandhi.vercel.app/faq): Pricing, process, timelines, revisions, and working-together answers - [Contact](https://vimal-gandhi.vercel.app/contact): Book a free discovery call or send a project inquiry ## Agent Discovery - [Markdown Home](https://vimal-gandhi.vercel.app/index.md): Clean Markdown version of the homepage - [Auth.md](https://vimal-gandhi.vercel.app/auth.md): Agent registration and authorization instructions - [API Catalog](https://vimal-gandhi.vercel.app/.well-known/api-catalog): RFC 9727 API catalog - [A2A Agent Card](https://vimal-gandhi.vercel.app/.well-known/agent-card.json): Agent-to-agent discovery card - [AI Catalog](https://vimal-gandhi.vercel.app/.well-known/ai-catalog.json): Agentic Resource Discovery manifest - [MCP Server Card](https://vimal-gandhi.vercel.app/.well-known/mcp/server-card.json): MCP discovery metadata ## Optional - [Privacy Policy](https://vimal-gandhi.vercel.app/privacy): Data collection, analytics, and privacy rights - [Terms](https://vimal-gandhi.vercel.app/terms): Website use and freelance engagement terms - [Sitemap](https://vimal-gandhi.vercel.app/sitemap.xml): Machine-readable list of all public pages
Accessibility
Content available without JavaScript
Main content starts at 9% of HTML
Page size: 115KB
AI Discoverability
All major AI search bots allowed
Sitemap found
robots.txt exists
llms.txt exists and is valid
Structured Data
JSON-LD found: Person, ProfessionalService, WebSite
All OG tags present
Meta description: 155 chars
Canonical URL present
lang="en"
Semantic HTML
Clean heading hierarchy
Has both <article> and <main>
19 semantic elements, 57 divs (ratio: 25%)
3/3 images with meaningful alt text
Avg div depth: 3.3, max: 6
Content Efficiency
99% token reduction (HTML→Markdown)
Content ratio: 1.0% (1123 content chars / 117741 HTML bytes)
HTML size: 115KB
3/420 elements with inline styles (0.7%)
{
"url": "https://vimal-gandhi.vercel.app",
"timestamp": 1788340436488,
"fetch": {
"mode": "simple",
"timeMs": 421,
"htmlSizeBytes": 117741,
"supportsMarkdown": true,
"markdownAgents": {
"contentNegotiation": true,
"mdUrl": {
"found": false,
"url": null
},
"linkTag": {
"found": false,
"url": null
},
"linkHeader": {
"found": false,
"url": null
},
"responseHeaders": {
"contentSignal": null,
"xMarkdownTokens": null,
"vary": null
},
"frontmatter": {
"present": false,
"fields": [],
"level": "none"
},
"level": "cloudflare",
"contentNegotiationMediaType": "text/markdown",
"properMediaType": true
},
"statusCode": 200
},
"extraction": {
"title": "Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud",
"excerpt": "Hire Vimal Gandhi for web apps, mobile products, Shopify stores, and AWS cloud solutions. 7+ years experience, 120+ projects delivered worldwide.",
"byline": "Vimal Gandhi",
"siteName": "Vimal Gandhi",
"lang": "en",
"contentLength": 1123,
"metadata": {
"description": "Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that ship on time, convert well, and scale.",
"ogTitle": "Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud",
"ogDescription": "Hire Vimal Gandhi for web apps, mobile products, Shopify stores, and AWS cloud solutions. 7+ years experience, 120+ projects delivered worldwide.",
"ogImage": "https://vimal-gandhi.vercel.app/og-image.jpg",
"ogType": "website",
"canonical": "https://vimal-gandhi.vercel.app",
"lang": "en",
"schemas": [
{
"@type": "Person",
"@id": "https://vimal-gandhi.vercel.app/#person",
"name": "Vimal Gandhi",
"url": "https://vimal-gandhi.vercel.app",
"jobTitle": "Full-Stack Developer",
"description": "AI-powered full-stack developer specialising in web, mobile, Shopify, WordPress, Cloud Infrastructure, and Blockchain/Web3.",
"email": "[email protected]",
"telephone": "+919054032122",
"address": {
"@type": "PostalAddress",
"addressCountry": "IN",
"addressLocality": "Remote"
},
"sameAs": [
"https://www.linkedin.com/in/vimal-gandhi-dev",
"https://github.com/vimal-gandhi-dev"
],
"knowsAbout": [
"React",
"Next.js",
"React Native",
"Shopify",
"WordPress",
"AWS",
"TypeScript",
"Solidity",
"Web3",
"Blockchain"
]
},
{
"@type": "ProfessionalService",
"@id": "https://vimal-gandhi.vercel.app/#service",
"name": "Vimal Gandhi — Development Services",
"url": "https://vimal-gandhi.vercel.app",
"provider": {
"@id": "https://vimal-gandhi.vercel.app/#person"
},
"email": "[email protected]",
"telephone": "+919054032122",
"serviceType": [
"Web Development",
"Mobile App Development",
"Shopify Development",
"WordPress Development",
"Cloud Infrastructure",
"Blockchain & Web3 Development"
],
"areaServed": "Worldwide"
},
{
"@type": "WebSite",
"@id": "https://vimal-gandhi.vercel.app/#website",
"url": "https://vimal-gandhi.vercel.app",
"name": "Vimal Gandhi Portfolio",
"author": {
"@id": "https://vimal-gandhi.vercel.app/#person"
}
}
],
"robotsMeta": null,
"author": "Vimal Gandhi",
"generator": null,
"markdownAlternateHref": null
}
},
"markdown": "Available for work\n\nFrom websites and mobile apps to cloud infrastructure, I help businesses turn ideas into reliable digital products—from planning and development to launch and ongoing support.\n\n[See My Projects](https://vimal-gandhi.vercel.app/portfolio) [Let's Talk](https://vimal-gandhi.vercel.app/contact)\n\nYears Experience\n\nProjects Done\n\nHappy Clients\n\nWhat I Do\n\nSix service lines, one developer — so you're not juggling three vendors to ship one product.\n\nKind Words\n\n> “Vimal transformed our WordPress website with a modern, high-performance design. The project was delivered smoothly with excellent communication, clean implementation, and great attention to detail. I'd confidently recommend him for any WordPress development work.”\n\n> “Collaborating with Vimal on web development projects has been a fantastic experience. His expertise in modern frontend development, attention to UI/UX, and commitment to clean, maintainable code made the entire development process seamless.”\n\n> “Clean code, great communication, delivered ahead of schedule. I'd work with Vimal again without hesitation.”\n\nTell me about the problem you're solving — I'll be honest about whether I'm the right fit, and what it'll take to get there.\n\n[Let's Talk](https://vimal-gandhi.vercel.app/contact)\n",
"fullPageMarkdown": "Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud\n\n[Skip to content](https://vimal-gandhi.vercel.app/#main-content)\n\n[Gandhi Tech](https://vimal-gandhi.vercel.app/)\n\n[Let's Talk](https://vimal-gandhi.vercel.app/contact)\n\nAvailable for work# I help startups and businesses launch fast, scalable software without hiring an entire tech team.\n\nFrom websites and mobile apps to cloud infrastructure, I help businesses turn ideas into reliable digital products—from planning and development to launch and ongoing support.\n\n[See My Projects](https://vimal-gandhi.vercel.app/portfolio) [Let's Talk](https://vimal-gandhi.vercel.app/contact)\n\n0+\n\nYears Experience\n\n0+\n\nProjects Done\n\n0%\n\nHappy Clients\n\n\n\nFull-Stack Developer\n\nWeb · Mobile · Cloud\n\nWhat I Do\n\n## Services I Offer\n\nSix service lines, one developer — so you're not juggling three vendors to ship one product.\n\n### Cloud Infrastructure\n\nDeploy secure infrastructure that scales with your business and stays reliable as you grow.\n\n[Learn more about Cloud Infrastructure](https://vimal-gandhi.vercel.app/services)\n\n### Blockchain & Web3\n\nBuild secure Web3 products, smart contracts, and blockchain solutions for modern businesses.\n\n[Learn more about Blockchain & Web3](https://vimal-gandhi.vercel.app/services)\n\n### Web Development\n\nWebsites that load fast, rank better on Google, and convert visitors into customers.\n\n[Learn more about Web Development](https://vimal-gandhi.vercel.app/services)\n\n### Mobile App Development\n\nLaunch mobile apps that keep customers engaged and support your business growth.\n\n[Learn more about Mobile App Development](https://vimal-gandhi.vercel.app/services)\n\n### Shopify Development\n\nCreate high-converting Shopify stores that turn visitors into paying customers.\n\n[Learn more about Shopify Development](https://vimal-gandhi.vercel.app/services)\n\n### WordPress Development\n\nEasy-to-manage WordPress websites optimized for speed, SEO, and lead generation.\n\n[Learn more about WordPress Development](https://vimal-gandhi.vercel.app/services)\n\nKind Words\n\n## What Clients Say\n\n> “Vimal transformed our WordPress website with a modern, high-performance design. The project was delivered smoothly with excellent communication, clean implementation, and great attention to detail. I'd confidently recommend him for any WordPress development work.”\n\n> “Collaborating with Vimal on web development projects has been a fantastic experience. His expertise in modern frontend development, attention to UI/UX, and commitment to clean, maintainable code made the entire development process seamless.”\n\n> “Clean code, great communication, delivered ahead of schedule. I'd work with Vimal again without hesitation.”\n\n## Not sure where to start?\n\nTell me about the problem you're solving — I'll be honest about whether I'm the right fit, and what it'll take to get there.\n\n[Let's Talk](https://vimal-gandhi.vercel.app/contact)\n\n [](https://wa.me/919054032122?text=Hello%20Vimal%2C%20I%27d%20like%20to%20discuss%20a%20project. \"Chat on WhatsApp\")\n",
"markdownStats": {
"images": 0,
"links": 3,
"tables": 0,
"codeBlocks": 0,
"headings": 0
},
"tokens": {
"htmlTokens": 42024,
"markdownTokens": 263,
"reduction": 41761,
"reductionPercent": 99
},
"score": {
"score": 91,
"grade": "A",
"rubricVersion": 3,
"dimensions": {
"accessibility": {
"score": 100,
"weight": 30,
"grade": "A",
"checks": {
"content_without_js": {
"score": 100,
"weight": 55,
"evidence": "proven",
"details": "Content available without JavaScript"
},
"fast_content_position": {
"score": 100,
"weight": 25,
"evidence": "plausible",
"details": "Main content starts at 9% of HTML"
},
"reasonable_page_size": {
"score": 100,
"weight": 20,
"evidence": "plausible",
"details": "Page size: 115KB"
}
}
},
"aiDiscoverability": {
"score": 81,
"weight": 25,
"grade": "B",
"checks": {
"robots_allows_ai_bots": {
"score": 100,
"weight": 35,
"evidence": "proven",
"details": "All major AI search bots allowed"
},
"supports_markdown_negotiation": {
"score": 25,
"weight": 20,
"evidence": "plausible",
"details": "CDN level (Cloudflare) — Content negotiation",
"mechanisms": {
"negotiation": true,
"mdUrl": false,
"linkTag": false,
"linkHeader": false
}
},
"has_sitemap": {
"score": 100,
"weight": 15,
"evidence": "plausible",
"details": "Sitemap found"
},
"has_robots_txt": {
"score": 100,
"weight": 10,
"evidence": "plausible",
"details": "robots.txt exists"
},
"has_llms_txt": {
"score": 100,
"weight": 10,
"evidence": "speculative",
"details": "llms.txt exists and is valid"
},
"has_content_signals": {
"score": 60,
"weight": 10,
"evidence": "speculative",
"details": "robots.txt: ai-train=yes, search=yes, ai-input=yes",
"mechanisms": {
"robotsTxt": true,
"httpHeader": false,
"policy": false
}
}
}
},
"structuredData": {
"score": 100,
"weight": 20,
"grade": "A",
"checks": {
"has_schema_org": {
"score": 100,
"weight": 35,
"evidence": "proven",
"details": "JSON-LD found: Person, ProfessionalService, WebSite"
},
"has_open_graph": {
"score": 100,
"weight": 20,
"evidence": "plausible",
"details": "All OG tags present"
},
"has_meta_description": {
"score": 100,
"weight": 20,
"evidence": "plausible",
"details": "Meta description: 155 chars"
},
"has_canonical_url": {
"score": 100,
"weight": 15,
"evidence": "plausible",
"details": "Canonical URL present"
},
"has_lang_attribute": {
"score": 100,
"weight": 10,
"evidence": "plausible",
"details": "lang=\"en\""
}
}
},
"semanticHtml": {
"score": 97,
"weight": 15,
"grade": "A",
"checks": {
"proper_heading_hierarchy": {
"score": 100,
"weight": 30,
"evidence": "plausible",
"details": "Clean heading hierarchy"
},
"uses_article_or_main": {
"score": 100,
"weight": 25,
"evidence": "plausible",
"details": "Has both <article> and <main>"
},
"semantic_elements": {
"score": 83,
"weight": 20,
"evidence": "plausible",
"details": "19 semantic elements, 57 divs (ratio: 25%)"
},
"meaningful_alt_texts": {
"score": 100,
"weight": 15,
"evidence": "plausible",
"details": "3/3 images with meaningful alt text"
},
"low_div_nesting": {
"score": 100,
"weight": 10,
"evidence": "speculative",
"details": "Avg div depth: 3.3, max: 6"
}
}
},
"contentEfficiency": {
"score": 66,
"weight": 10,
"grade": "C",
"checks": {
"token_reduction_ratio": {
"score": 100,
"weight": 40,
"evidence": "speculative",
"details": "99% token reduction (HTML→Markdown)"
},
"content_to_noise_ratio": {
"score": 0,
"weight": 30,
"evidence": "speculative",
"details": "Content ratio: 1.0% (1123 content chars / 117741 HTML bytes)"
},
"reasonable_page_weight": {
"score": 80,
"weight": 20,
"evidence": "speculative",
"details": "HTML size: 115KB"
},
"minimal_inline_styles": {
"score": 100,
"weight": 10,
"evidence": "speculative",
"details": "3/420 elements with inline styles (0.7%)"
}
}
}
}
},
"recommendations": [
{
"id": "add_markdown_negotiation",
"priority": "high",
"category": "aiDiscoverability",
"titleKey": "rec.add_markdown_negotiation.title",
"descriptionKey": "rec.add_markdown_negotiation.description_partial",
"howToKey": "rec.add_markdown_negotiation.howto",
"howToStepKeys": [
"rec.add_markdown_negotiation.step.md_url",
"rec.add_markdown_negotiation.step.link_tag",
"rec.add_markdown_negotiation.step.link_header"
],
"effort": "significant",
"estimatedImpact": 3.8,
"maxImpact": 5,
"evidence": "plausible",
"checkScore": 25,
"checkDetails": "CDN level (Cloudflare) — Content negotiation"
},
{
"id": "improve_content_ratio",
"priority": "high",
"category": "contentEfficiency",
"titleKey": "rec.improve_content_ratio.title",
"descriptionKey": "rec.improve_content_ratio.description",
"howToKey": "rec.improve_content_ratio.howto",
"howToStepKeys": null,
"effort": "moderate",
"estimatedImpact": 3,
"maxImpact": 3,
"evidence": "speculative",
"checkScore": 0,
"checkDetails": "Content ratio: 1.0% (1123 content chars / 117741 HTML bytes)"
}
],
"llmsTxtPreview": "# Vimal Gandhi\n\n> Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that ship on time, convert well, and scale.\n\n## Documentation\n- [FAQ](https://vimal-gandhi.vercel.app/faq)\n\n## Main\n- [Vimal Gandhi | Full-Stack Developer — Web, Mobile & Cloud](https://vimal-gandhi.vercel.app): Full-stack developer with 7+ years in React, Next.js, Shopify, and AWS. I build web, mobile, and cloud products that sh…\n- [Services](https://vimal-gandhi.vercel.app/services)\n- [About](https://vimal-gandhi.vercel.app/about)\n- [Gandhi Tech](https://vimal-gandhi.vercel.app/)\n- [Portfolio](https://vimal-gandhi.vercel.app/portfolio)\n- [Sitemap](https://vimal-gandhi.vercel.app/sitemap.xml)\n\n## Legal\n- [Privacy Policy](https://vimal-gandhi.vercel.app/privacy)\n- [Terms](https://vimal-gandhi.vercel.app/terms)\n\n## Support\n- [FAQ](https://vimal-gandhi.vercel.app/faq)\n- [Contact](https://vimal-gandhi.vercel.app/contact)\n\n",
"llmsTxtExisting": "# Vimal Gandhi\n\n> Full-stack developer with 7+ years experience building web apps, mobile products, Shopify stores, WordPress sites, and AWS cloud solutions for startups and businesses worldwide.\n\n## Pages\n\n- [Home](https://vimal-gandhi.vercel.app/): Portfolio homepage — services overview, featured work, and client testimonials\n- [Services](https://vimal-gandhi.vercel.app/services): Web, mobile, Shopify, WordPress, AWS cloud, and Web3 development services with pricing guidance\n- [Portfolio](https://vimal-gandhi.vercel.app/portfolio): Selected projects across hospitality, e-commerce, finance, and education\n- [About](https://vimal-gandhi.vercel.app/about): Background, skills, and experience as a freelance full-stack developer\n- [FAQ](https://vimal-gandhi.vercel.app/faq): Pricing, process, timelines, revisions, and working-together answers\n- [Contact](https://vimal-gandhi.vercel.app/contact): Book a free discovery call or send a project inquiry\n\n## Agent Discovery\n\n- [Markdown Home](https://vimal-gandhi.vercel.app/index.md): Clean Markdown version of the homepage\n- [Auth.md](https://vimal-gandhi.vercel.app/auth.md): Agent registration and authorization instructions\n- [API Catalog](https://vimal-gandhi.vercel.app/.well-known/api-catalog): RFC 9727 API catalog\n- [A2A Agent Card](https://vimal-gandhi.vercel.app/.well-known/agent-card.json): Agent-to-agent discovery card\n- [AI Catalog](https://vimal-gandhi.vercel.app/.well-known/ai-catalog.json): Agentic Resource Discovery manifest\n- [MCP Server Card](https://vimal-gandhi.vercel.app/.well-known/mcp/server-card.json): MCP discovery metadata\n\n## Optional\n\n- [Privacy Policy](https://vimal-gandhi.vercel.app/privacy): Data collection, analytics, and privacy rights\n- [Terms](https://vimal-gandhi.vercel.app/terms): Website use and freelance engagement terms\n- [Sitemap](https://vimal-gandhi.vercel.app/sitemap.xml): Machine-readable list of all public pages",
"emergingProtocols": {
"oauthProtectedResource": {
"exists": true,
"url": "https://vimal-gandhi.vercel.app/.well-known/oauth-protected-resource",
"resource": "https://vimal-gandhi.vercel.app",
"authorizationServers": [
"https://vimal-gandhi.vercel.app"
],
"scopesSupported": [
"public.read",
"contact.submit"
]
},
"oauthDiscovery": {
"exists": true,
"url": "https://vimal-gandhi.vercel.app/.well-known/oauth-authorization-server",
"issuer": "https://vimal-gandhi.vercel.app",
"authorizationEndpoint": "https://vimal-gandhi.vercel.app/agent/identity/claim",
"tokenEndpoint": "https://vimal-gandhi.vercel.app/agent/identity",
"grantTypesSupported": [
"urn:workos:agent-auth:grant-type:claim",
"urn:ietf:params:oauth:grant-type:jwt-bearer"
],
"scopesSupported": [
"public.read",
"contact.submit"
]
},
"mcpServerCard": {
"exists": true,
"url": "https://vimal-gandhi.vercel.app/.well-known/mcp/server-card.json",
"draft": true,
"name": "Vimal Gandhi Public Discovery",
"version": "1.0.0",
"description": "This website does not currently expose an MCP server. Public discovery files and the contact API are available instead.",
"transport": null,
"tools": null,
"resources": 2,
"prompts": null
},
"a2aAgentCard": {
"exists": true,
"url": "https://vimal-gandhi.vercel.app/.well-known/agent-card.json",
"name": "Vimal Gandhi Portfolio Discovery Agent",
"version": "1.0.0",
"description": "Helps agents discover Vimal Gandhi's services, portfolio, FAQ, and contact options.",
"capabilities": 3,
"skills": 3,
"endpoint": "https://vimal-gandhi.vercel.app"
},
"apiCatalog": {
"exists": true,
"url": "https://vimal-gandhi.vercel.app/.well-known/api-catalog",
"contentType": "application/linkset+json; charset=utf-8; profile=\"https://www.rfc-editor.org/info/rfc9727\"",
"validMediaType": true,
"apis": 1
},
"agentSkills": {
"exists": true,
"url": "https://vimal-gandhi.vercel.app/.well-known/agent-skills/index.json",
"draft": true,
"schema": null,
"skills": 3,
"names": [
"Discover development services",
"Review portfolio projects",
"Request a project consultation"
]
},
"count": 6,
"total": 6
},
"botAccess": {
"probed": true,
"bot": "OAI-SearchBot",
"controlStatus": 200,
"botStatus": 200,
"discriminates": false,
"refusedAsBot": false,
"edge": "Vercel",
"verifiable": false,
"detail": "This origin answers OAI-SearchBot exactly as it answers any other client (200). No edge-level filtering of AI crawlers observed."
},
"snippets": [
{
"id": "add_markdown_negotiation",
"title": "Support Markdown for Agents",
"description": "Let AI agents request a clean Markdown version of any page via content negotiation, .md alternate URLs, link tags or Link headers.",
"language": "html",
"code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">",
"filename": "<head>",
"stacks": [
{
"id": "html",
"label": "HTML <head>",
"language": "html",
"filename": "<head>",
"code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
},
{
"id": "express",
"label": "Express",
"language": "javascript",
"filename": "server.js",
"code": "// Mechanisms 1 + 4: content negotiation + Link header\napp.get('/page', (req, res) => {\n res.setHeader('Vary', 'Accept');\n res.setHeader('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n if ((req.headers.accept || '').includes('text/markdown')) {\n res.type('text/markdown; charset=utf-8');\n return res.send(renderMarkdown('page'));\n }\n res.render('page');\n});"
},
{
"id": "fastify",
"label": "Fastify",
"language": "javascript",
"filename": "server.js",
"code": "// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n reply.header('Vary', 'Accept');\n reply.header('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n if ((req.headers.accept || '').includes('text/markdown')) {\n return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n }\n return reply.view('/page.ejs');\n});"
},
{
"id": "nextjs",
"label": "Next.js",
"language": "typescript",
"filename": "app/page/route.ts",
"code": "// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n const accept = req.headers.get('accept') || '';\n if (accept.includes('text/markdown')) {\n return new Response(await renderMarkdown('page'), {\n headers: {\n 'Content-Type': 'text/markdown; charset=utf-8',\n 'Vary': 'Accept',\n },\n });\n }\n // Fall through to the page component\n return new Response(null, { status: 404 });\n}"
},
{
"id": "wordpress",
"label": "WordPress",
"language": "php",
"filename": "functions.php",
"code": "<?php\n// Mechanism 1: respond to Accept: text/markdown on the same URL\nadd_action('template_redirect', function () {\n if (!is_singular()) return;\n $accept = $_SERVER['HTTP_ACCEPT'] ?? '';\n if (strpos($accept, 'text/markdown') === false) return;\n header('Content-Type: text/markdown; charset=utf-8');\n header('Vary: Accept');\n $post = get_queried_object();\n echo \"# \" . get_the_title($post) . \"\\n\\n\";\n echo wp_strip_all_tags(apply_filters('the_content', $post->post_content));\n exit;\n});"
},
{
"id": "static",
"label": "Hugo / Jekyll / Astro",
"language": "txt",
"filename": "static/page.md",
"code": "# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in <head>:\n# <link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
}
]
}
]
}
Use our API to get this programmatically (coming soon)
This JSON is for internal use — unlike the Markdown and llms.txt files, it's not meant to be uploaded to your site. Save it as a baseline to track your score over time, share it with your dev team, or integrate it into your CI/CD pipeline.
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