Analyzed URL
https://www.agentport.dev/
AI-Ready Score
Poor
out of 100
Token Savings
Score Breakdown
Emerging protocols
0 of 3 detectedWell-known endpoints AI agents look for. Detected here means an agent can discover and connect to your service automatically.
-
OAuth Discovery RFC 8414
/.well-known/oauth-authorization-server -
MCP Server Card Anthropic
/.well-known/mcp.json -
A2A Agent Card Google
/.well-known/agent.json
Your site doesn't have an llms.txt file. This is the emerging standard for helping AI agents understand your site structure.
How to implement
Create an /llms.txt file following the llmstxt.org specification. Include a site description and links to your key pages.
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.
Your site doesn't support Markdown for Agents. This Cloudflare standard lets AI agents request content in markdown format, reducing token usage by ~80%.
How to implement
Implement one or more: (1) Respond to Accept: text/markdown with markdown content. (2) Serve .md URLs (e.g., /page.md). (3) Add <link rel="alternate" type="text/markdown"> tags. (4) Add Link HTTP headers for markdown discovery.
Your site doesn't have a robots.txt file. This file controls how bots (including AI agents) access your site.
How to implement
Create a /robots.txt file that allows access to your content pages. Include a Sitemap directive pointing to your sitemap.xml.
No sitemap found. A sitemap helps AI agents discover all pages on your site.
How to implement
Create a /sitemap.xml listing all your public pages. Most CMS platforms can generate this automatically.
No Content-Signal directives found. These tell AI agents how they may use your content (search indexing, AI input, training data). The recommended location is robots.txt.
How to implement
Add Content-Signal to your robots.txt: User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no. You can also add it as an HTTP header on markdown responses.
Many elements have inline style attributes. These add noise for AI agents extracting content.
How to implement
Move all inline styles to CSS classes in your stylesheet. Use utility CSS frameworks like Tailwind if you need many unique styles.
No Schema.org structured data found. JSON-LD helps AI agents extract factual, structured information from your pages.
How to implement
Add a <script type="application/ld+json"> block with Schema.org markup. Use appropriate types: Article for blog posts, Product for products, Organization for your company page.
Your page relies heavily on <div> elements. Semantic elements like <section>, <nav>, <header>, <footer>, and <aside> provide meaningful structure for AI agents.
How to implement
Replace generic <div> containers with appropriate semantic elements. Use <section> for thematic groups, <nav> for navigation, <header>/<footer> for page/section headers and footers.
Missing or incomplete Open Graph tags. OG tags help AI agents (and social platforms) understand your page title, description, and image.
How to implement
Add og:title, og:description, and og:image meta tags to your page's <head>.
MCP Infrastructure-as-a-Service — Now in early access ## Your business. Agent-native. In 5 minutes. Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode. SOC 2 compliant99.9% uptime SLAWorks with Claude & ChatGPTNo code changes neededFree tier available ## The web is being re-indexed. By AI agents. - AI agents can't read your Shopify store - ChatGPT can't add to cart for your customers - Your products are invisible to Claude - Browser AI skips right past your website VS AgentPort - Claude searches your catalog natively - ChatGPT completes purchases in your store - Google AI Mode recommends your listings - Browser AI agents transact on your site Projected 20260% of product searches now start in AI chatbots, not Google. Projected 20260 e-commerce transactions will be AI-agent initiated. Projected 20260% of websites have any MCP support today. ## Deploy in 4 steps. No engineers needed. 1 ### Sign up & name your endpoint Enter your business name. We derive your unique slug (e.g., 'Acme Shoes' → acme-shoes) and show you your future MCP endpoint: https://agentport.dev/api/acme-shoes/mcp 2 ### Connect your data source Choose from Shopify, Product Feed (CSV/JSON/XML), MongoDB, or Custom REST API. Paste your credentials. We handle the rest. 3 ### Tools are auto-generated AgentPort analyzes your connector capabilities and generates MCP tools — product search, inventory check, cart creation, checkout — with LLM-tested descriptions validated across Claude, GPT-4o, and Gemini. 4 ### Go live on every AI platform Copy your three integration artifacts — MCP endpoint, WebMCP script, UCP profile — and you’re live everywhere AI agents operate. Making any website agent-ready Agentport .dev WebMCP as a Service 🌐 WebMCP Live Browser-native agent tools via Chrome's WebMCP standard 📦 Product Feed MCP Coming Soon Structured catalog ingestion from any product feed or API 🛒 Checkout MCP Coming Soon Cart, shipping & order management for AI agents 💳 Payments MCP Coming Soon PCI-compliant payment flows via merchant's existing PSP 🧪 Agent Sim Coming Soon Test & simulate AI agent interactions before production One integration → WebMCP + Backend MCP + UCP agentport.dev WebMCP Browser Agents Backend MCP ChatGPT · Claude · Gemini UCP Google Commerce ## Connect anything. Auto-generate everything. Pick a connector, supply your credentials, and AgentPort builds production-ready MCP tools automatically. ### Shopify Most Popular Connect your Shopify store with your Admin API token. AgentPort integrates with both the Admin REST API and Storefront GraphQL API. Highlight Full transactional — agents can actually complete purchases. Auto-generates 6 tools (search, details, inventory, create cart, add to cart, checkout URL) Setup time2 minutes WooCommerce, Magento, BigCommerce, and Salesforce Commerce Cloud coming soon. [Join the waitlist](https://www.agentport.dev/#) ## Production tools. Zero description writing. Every auto-generated tool ships with LLM-optimized descriptions, strict input schemas, and anti-hallucination prompting. LLM-tested descriptions. All tool descriptions are validated for ≥90% correct first-attempt invocation on GPT-4o, Claude 3.5, and Gemini. Anti-hallucination prompting built in — agents are instructed not to assume filters the user never mentioned. ## One setup. Every AI platform. Other tools give you one integration. AgentPort gives you three. No other platform gives you all three. Most tools stop at one protocol and leave the rest of the AI web invisible to you. POC · Live on AgentPort ## Live proof: CribLiv, India's first AI-native rental marketplace CribLiv is a verified rental marketplace in Bangalore. Using AgentPort, they deployed six MCP tools that let AI agents search listings, compare properties, check availability, and book visits — without writing a single line of integration code. > “A tenant told Claude: ‘Find me a verified 2BHK in Koramangala under ₹25,000 with AC and parking.’ The agent called search\_properties → get\_property\_details → compare\_properties → schedule\_visit. A visit was booked. Nothing else needed.” 6 MCP tools deployed 0 lines of code 1 Working visit booking ## Works everywhere agents live. Claude via MCP Streamable HTTP Claude Desktop via claude\_desktop\_config.json ChatGPT via OpenAI Responses API Chrome AI via WebMCP script tag Google AI Mode via UCP submission Gemini via UCP profile Cursor via MCP Windsurf via MCP Any MCP Client via Streamable HTTP AgentPort uses the OpenAI Responses API — NOT the deprecated Assistants API (shutting down August 2026). Future-proof from day one. ## A dashboard built for merchants, not engineers. 4 screens from zero to live MCP endpoint. Business name, connector choice, review, deploy. Your endpoint is ready before you finish your coffee. 1 Business Info 2 Connector 3 Review 4 Deploy Business Name Acme Shoes Industry E-commerce Next Step ## Enterprise-grade infrastructure. Startup simplicity. AI Agent AgentPort MCP Server Kernel Packages Supabase PostgreSQL External APIs ## Simple pricing. Generous free tier. FREE ### Explorer $0/month No credit card - 1 tenant (1 business) - 1,000 tool calls / day - Shopify + Feed connectors - MCP endpoint - WebMCP script - UCP profile - Community support [Start free →](https://www.agentport.dev/#) MOST POPULAR PRO ### Builder $49/month - 3 tenants - 10,000 tool calls / day - All connectors (incl. MongoDB + Custom API) - Priority support - Analytics dashboard - Custom tool builder - Visit requests (real estate) [Start 14-day trial →](https://www.agentport.dev/#) ENTERPRISE ### Scale Custom - Unlimited tenants - Unlimited tool calls - Custom connectors - Dedicated infrastructure - SLA + uptime guarantee - White-label option - Dedicated support [Contact us →](https://www.agentport.dev/#) All plans include MCP + WebMCP + UCP — three protocols, zero extra cost. ## The AI agent economy is here. Is your business in it? Most websites are invisible to AI agents today. In 12 months, that's a 40% traffic problem. AgentPort fixes it in 5 minutes. Join 200+ merchants on the early access waitlist. 🔒 No spam. Magic link only. Cancel anytime.
AgentPort — MCP Infrastructure-as-a-Service
🔌MCP Infrastructure-as-a-Service — Now in early access
# Your business.
Agent-native.
In 5 minutes.
Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode.
[Get started free](https://www.agentport.dev/#)[Watch demo](https://www.agentport.dev/#)
SOC 2 compliant99.9% uptime SLAWorks with Claude & ChatGPTNo code changes neededFree tier available
terminal
|
## The web is being re-indexed. By AI agents.
### Before AgentPort
- AI agents can't read your Shopify store
- ChatGPT can't add to cart for your customers
- Your products are invisible to Claude
- Browser AI skips right past your website
VS
AgentPort
### After AgentPort
- Claude searches your catalog natively
- ChatGPT completes purchases in your store
- Google AI Mode recommends your listings
- Browser AI agents transact on your site
Projected 20260%
of product searches now start in AI chatbots, not Google.
Projected 20260
e-commerce transactions will be AI-agent initiated.
Projected 20260%
of websites have any MCP support today.
## Deploy in 4 steps. No engineers needed.
1
### Sign up & name your endpoint
Enter your business name. We derive your unique slug (e.g., 'Acme Shoes' → acme-shoes) and show you your future MCP endpoint: https://agentport.dev/api/acme-shoes/mcp
2
### Connect your data source
Choose from Shopify, Product Feed (CSV/JSON/XML), MongoDB, or Custom REST API. Paste your credentials. We handle the rest.
3
### Tools are auto-generated
AgentPort analyzes your connector capabilities and generates MCP tools — product search, inventory check, cart creation, checkout — with LLM-tested descriptions validated across Claude, GPT-4o, and Gemini.
4
### Go live on every AI platform
Copy your three integration artifacts — MCP endpoint, WebMCP script, UCP profile — and you’re live everywhere AI agents operate.
Making any website agent-ready
Agentport
.dev
WebMCP as a Service
🌐
WebMCP
Live
Browser-native agent tools via Chrome's WebMCP standard
📦
Product Feed MCP
Coming Soon
Structured catalog ingestion from any product feed or API
🛒
Checkout MCP
Coming Soon
Cart, shipping & order management for AI agents
💳
Payments MCP
Coming Soon
PCI-compliant payment flows via merchant's existing PSP
🧪
Agent Sim
Coming Soon
Test & simulate AI agent interactions before production
One integration → WebMCP + Backend MCP + UCP
agentport.dev
WebMCP
Browser Agents
Backend MCP
ChatGPT · Claude · Gemini
UCP
Google Commerce
## Connect anything. Auto-generate everything.
Pick a connector, supply your credentials, and AgentPort builds production-ready MCP tools automatically.
Shopify
Most Popular
Product Feed
Connector
Custom REST API
Connector
MongoDB
Beta
Manual Tool Builder
Connector
### ShopifyMost Popular
Connect your Shopify store with your Admin API token. AgentPort integrates with both the Admin REST API and Storefront GraphQL API.
Highlight
Full transactional — agents can actually complete purchases.
Auto-generates
6 tools (search, details, inventory, create cart, add to cart, checkout URL)
Setup time2 minutes
WooCommerce, Magento, BigCommerce, and Salesforce Commerce Cloud coming soon. [Join the waitlist](https://www.agentport.dev/#)
## Production tools. Zero description writing.
Every auto-generated tool ships with LLM-optimized descriptions, strict input schemas, and anti-hallucination prompting.
E-commerceReal Estate / Rentals
mcp-tool-explorer
E-commerce Tools (6)
search\_productsget\_product\_detailscheck\_inventorycreate\_cartwriteadd\_to\_cartwriteget\_checkout\_urlwrite
Read-onlyTransactional
MCP Tool DefinitionRead-only
```
{
"name": "search_products",
"description": "Search catalog by keyword, category, price range. Call this before get_product_details.",
"inputSchema": {
"type": "object",
"properties": {
"query": {
"type": "string"
},
"category": {
"type": "string"
},
"min_price": {
"type": "number"
},
"max_price": {
"type": "number"
}
},
"required": [
"query"
]
}
}
```
LLM-tested descriptions. All tool descriptions are validated for ≥90% correct first-attempt invocation on GPT-4o, Claude 3.5, and Gemini.
Anti-hallucination prompting built in — agents are instructed not to assume filters the user never mentioned.
## One setup. Every AI platform.
Other tools give you one integration. AgentPort gives you three.
MCP Streamable HTTP Endpoint
### For Claude, ChatGPT, and any MCP client
Your personal MCP server, hosted and managed. Works with Claude Desktop, Claude.ai Projects, ChatGPT via OpenAI Responses API, and any MCP-compatible tool.
// claude\_desktop\_config.json
{
"mcpServers": {
"acme-shoes": {
"url": "https://agentport.dev/api/acme-shoes/mcp",
"headers": {
"Authorization": "Bearer ap\_live\_xxxx"
}
}
}
}
ClaudeChatGPTCursorMCP Clients
Authenticated endpoint. API key scoped per-client for full audit trail.
WebMCP Browser Script
### For Chrome browser AI (Chrome 146+)
A single script tag makes your website's tools available to any browser AI agent. Zero authentication required.
<!-- Add to your website's <head> -->
<script
src="https://agentport.dev/api/acme-shoes/webmcp.js"
defer
></script>
Chrome AIWebMCP
Zero-auth public endpoint. Browser agents discover and call your tools directly.
Universal Context Profile (UCP)
### For Google AI Mode & Gemini
A structured machine-readable profile that Google's AI Mode and Gemini use to recommend your products.
\# Submit to Google Search Console
GET https://agentport.dev/api/acme-shoes/ucp
# Returns structured JSON profile:
# - Business info
# - Product catalog summary
# - Available MCP tools
# - Commerce capabilities
Google AI ModeGemini
Google AI Mode is already indexing UCP profiles.
No other platform gives you all three. Most tools stop at one protocol and leave the rest of the AI web invisible to you.
POC · Live on AgentPort
## Live proof: CribLiv, India's first AI-native rental marketplace
CribLiv is a verified rental marketplace in Bangalore. Using AgentPort, they deployed six MCP tools that let AI agents search listings, compare properties, check availability, and book visits — without writing a single line of integration code.
> “A tenant told Claude: ‘Find me a verified 2BHK in Koramangala under ₹25,000 with AC and parking.’ The agent called search\_properties → get\_property\_details → compare\_properties → schedule\_visit. A visit was booked. Nothing else needed.”
6
MCP tools deployed
0
lines of code
1
Working visit booking
Claude
## Works everywhere agents live.
Claude
via MCP Streamable HTTP
Claude Desktop
via claude\_desktop\_config.json
ChatGPT
via OpenAI Responses API
Chrome AI
via WebMCP script tag
Google AI Mode
via UCP submission
Gemini
via UCP profile
Cursor
via MCP
Windsurf
via MCP
Any MCP Client
via Streamable HTTP
AgentPort uses the OpenAI Responses API — NOT the deprecated Assistants API (shutting down August 2026). Future-proof from day one.
## A dashboard built for merchants, not engineers.
Onboarding WizardTool ManagerConnector SetupIntegration HubAnalyticsVisit Requests
### Onboarding Wizard
4 screens from zero to live MCP endpoint. Business name, connector choice, review, deploy. Your endpoint is ready before you finish your coffee.
1
Business Info
2
Connector
3
Review
4
Deploy
Business Name
Acme Shoes
Industry
E-commerce
Next Step
## Enterprise-grade infrastructure. Startup simplicity.
AI Agent
AgentPort MCP Server
Kernel Packages
Supabase PostgreSQL
External APIs
Show architecture details
## Simple pricing. Generous free tier.
FREE
### Explorer
$0/month
No credit card
- 1 tenant (1 business)
- 1,000 tool calls / day
- Shopify + Feed connectors
- MCP endpoint
- WebMCP script
- UCP profile
- Community support
[Start free →](https://www.agentport.dev/#)
MOST POPULAR
PRO
### Builder
$49/month
- 3 tenants
- 10,000 tool calls / day
- All connectors (incl. MongoDB + Custom API)
- Priority support
- Analytics dashboard
- Custom tool builder
- Visit requests (real estate)
[Start 14-day trial →](https://www.agentport.dev/#)
ENTERPRISE
### Scale
Custom
- Unlimited tenants
- Unlimited tool calls
- Custom connectors
- Dedicated infrastructure
- SLA + uptime guarantee
- White-label option
- Dedicated support
[Contact us →](https://www.agentport.dev/#)
All plans include MCP + WebMCP + UCP — three protocols, zero extra cost.
## Frequently asked questions
What is MCP and why does it matter?
Do I need to know how to code?
How is AgentPort different from building my own MCP server?
What about ChatGPT — I heard the Assistants API is deprecated?
What is WebMCP and UCP?
Is my data safe? Are my API credentials secure?
Can I use this for non-ecommerce businesses?
What happens when I hit my tool call limit?
## The AI agent economy is here. Is your business in it?
Most websites are invisible to AI agents today. In 12 months, that's a 40% traffic problem. AgentPort fixes it in 5 minutes.
Get early access →
Join 200+ merchants on the early access waitlist.
🔒 No spam. Magic link only. Cancel anytime.
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.
Generated llms.txt for this single page
# AgentPort > Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode. ## Main - [AgentPort — MCP Infrastructure-as-a-Service](https://www.agentport.dev/): Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes. Works with Claud…
Full llms.txt requires domain-wide analysis (coming soon)
Upload this file to https://www.agentport.dev/llms.txt at the root of your domain. AI agents like ChatGPT, Claude, and Perplexity check this file to understand your site structure.
Semantic HTML
Has <main>
1 heading level skip(s)
16 semantic elements, 310 divs (ratio: 5%)
No images found
Avg div depth: 2.8, max: 6
Content Efficiency
96% token reduction (HTML→Markdown)
Content ratio: 4.7% (5797 content chars / 124390 HTML bytes)
149/1202 elements with inline styles (12.4%)
HTML size: 121KB
AI Discoverability
No llms.txt found
No robots.txt found
No robots.txt — AI bots allowed by default
No sitemap found
Structured Data
No JSON-LD / Schema.org found
2/3 OG tags present
Meta description: 161 chars
Canonical URL present
lang="en"
Accessibility
Content available without JavaScript
Page size: 121KB
Main content starts at 2% of HTML
{
"url": "https://www.agentport.dev/",
"timestamp": 1779089767752,
"fetch": {
"mode": "simple",
"timeMs": 602,
"htmlSizeBytes": 124390,
"supportsMarkdown": false,
"markdownAgents": {
"contentNegotiation": false,
"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": "none"
},
"statusCode": 200
},
"extraction": {
"title": "AgentPort — MCP Infrastructure-as-a-Service",
"excerpt": "Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes.",
"byline": null,
"siteName": "AgentPort",
"lang": "en",
"contentLength": 5797,
"metadata": {
"description": "Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode.",
"ogTitle": "AgentPort — MCP Infrastructure-as-a-Service",
"ogDescription": "Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes.",
"ogImage": null,
"ogType": "website",
"canonical": "https://agentport.dev",
"lang": "en",
"schemas": [],
"robotsMeta": null,
"author": null,
"generator": null,
"markdownAlternateHref": null
}
},
"markdown": "MCP Infrastructure-as-a-Service — Now in early access\n\n## Your business.\nAgent-native.\nIn 5 minutes.\n\nConvert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode.\n\nSOC 2 compliant99.9% uptime SLAWorks with Claude & ChatGPTNo code changes neededFree tier available\n\n## The web is being re-indexed. By AI agents.\n\n- AI agents can't read your Shopify store\n- ChatGPT can't add to cart for your customers\n- Your products are invisible to Claude\n- Browser AI skips right past your website\n\nVS\n\nAgentPort\n\n- Claude searches your catalog natively\n- ChatGPT completes purchases in your store\n- Google AI Mode recommends your listings\n- Browser AI agents transact on your site\n\nProjected 20260%\n\nof product searches now start in AI chatbots, not Google.\n\nProjected 20260\n\ne-commerce transactions will be AI-agent initiated.\n\nProjected 20260%\n\nof websites have any MCP support today.\n\n## Deploy in 4 steps. No engineers needed.\n\n1\n\n### Sign up & name your endpoint\n\nEnter your business name. We derive your unique slug (e.g., 'Acme Shoes' → acme-shoes) and show you your future MCP endpoint: https://agentport.dev/api/acme-shoes/mcp\n\n2\n\n### Connect your data source\n\nChoose from Shopify, Product Feed (CSV/JSON/XML), MongoDB, or Custom REST API. Paste your credentials. We handle the rest.\n\n3\n\n### Tools are auto-generated\n\nAgentPort analyzes your connector capabilities and generates MCP tools — product search, inventory check, cart creation, checkout — with LLM-tested descriptions validated across Claude, GPT-4o, and Gemini.\n\n4\n\n### Go live on every AI platform\n\nCopy your three integration artifacts — MCP endpoint, WebMCP script, UCP profile — and you’re live everywhere AI agents operate.\n\nMaking any website agent-ready\n\nAgentport\n\n.dev\n\nWebMCP as a Service\n\n🌐\n\nWebMCP\n\nLive\n\nBrowser-native agent tools via Chrome's WebMCP standard\n\n📦\n\nProduct Feed MCP\n\nComing Soon\n\nStructured catalog ingestion from any product feed or API\n\n🛒\n\nCheckout MCP\n\nComing Soon\n\nCart, shipping & order management for AI agents\n\n💳\n\nPayments MCP\n\nComing Soon\n\nPCI-compliant payment flows via merchant's existing PSP\n\n🧪\n\nAgent Sim\n\nComing Soon\n\nTest & simulate AI agent interactions before production\n\nOne integration → WebMCP + Backend MCP + UCP\n\nagentport.dev\n\nWebMCP\n\nBrowser Agents\n\nBackend MCP\n\nChatGPT · Claude · Gemini\n\nUCP\n\nGoogle Commerce\n\n## Connect anything. Auto-generate everything.\n\nPick a connector, supply your credentials, and AgentPort builds production-ready MCP tools automatically.\n\n### Shopify\n\nMost Popular\n\nConnect your Shopify store with your Admin API token. AgentPort integrates with both the Admin REST API and Storefront GraphQL API.\n\nHighlight\n\nFull transactional — agents can actually complete purchases.\n\nAuto-generates\n\n6 tools (search, details, inventory, create cart, add to cart, checkout URL)\n\nSetup time2 minutes\n\nWooCommerce, Magento, BigCommerce, and Salesforce Commerce Cloud coming soon. [Join the waitlist](https://www.agentport.dev/#)\n\n## Production tools. Zero description writing.\n\nEvery auto-generated tool ships with LLM-optimized descriptions, strict input schemas, and anti-hallucination prompting.\n\nLLM-tested descriptions. All tool descriptions are validated for ≥90% correct first-attempt invocation on GPT-4o, Claude 3.5, and Gemini.\n\nAnti-hallucination prompting built in — agents are instructed not to assume filters the user never mentioned.\n\n## One setup. Every AI platform.\n\nOther tools give you one integration. AgentPort gives you three.\n\nNo other platform gives you all three. Most tools stop at one protocol and leave the rest of the AI web invisible to you.\n\nPOC · Live on AgentPort\n\n## Live proof: CribLiv, India's first AI-native rental marketplace\n\nCribLiv is a verified rental marketplace in Bangalore. Using AgentPort, they deployed six MCP tools that let AI agents search listings, compare properties, check availability, and book visits — without writing a single line of integration code.\n\n> “A tenant told Claude: ‘Find me a verified 2BHK in Koramangala under ₹25,000 with AC and parking.’ The agent called search\\_properties → get\\_property\\_details → compare\\_properties → schedule\\_visit. A visit was booked. Nothing else needed.”\n\n6\n\nMCP tools deployed\n\n0\n\nlines of code\n\n1\n\nWorking visit booking\n\n## Works everywhere agents live.\n\nClaude\n\nvia MCP Streamable HTTP\n\nClaude Desktop\n\nvia claude\\_desktop\\_config.json\n\nChatGPT\n\nvia OpenAI Responses API\n\nChrome AI\n\nvia WebMCP script tag\n\nGoogle AI Mode\n\nvia UCP submission\n\nGemini\n\nvia UCP profile\n\nCursor\n\nvia MCP\n\nWindsurf\n\nvia MCP\n\nAny MCP Client\n\nvia Streamable HTTP\n\nAgentPort uses the OpenAI Responses API — NOT the deprecated Assistants API (shutting down August 2026). Future-proof from day one.\n\n## A dashboard built for merchants, not engineers.\n\n4 screens from zero to live MCP endpoint. Business name, connector choice, review, deploy. Your endpoint is ready before you finish your coffee.\n\n1\n\nBusiness Info\n\n2\n\nConnector\n\n3\n\nReview\n\n4\n\nDeploy\n\nBusiness Name\n\nAcme Shoes\n\nIndustry\n\nE-commerce\n\nNext Step\n\n## Enterprise-grade infrastructure. Startup simplicity.\n\nAI Agent\n\nAgentPort MCP Server\n\nKernel Packages\n\nSupabase PostgreSQL\n\nExternal APIs\n\n## Simple pricing. Generous free tier.\n\nFREE\n\n### Explorer\n\n$0/month\n\nNo credit card\n\n- 1 tenant (1 business)\n- 1,000 tool calls / day\n- Shopify + Feed connectors\n- MCP endpoint\n- WebMCP script\n- UCP profile\n- Community support\n\n[Start free →](https://www.agentport.dev/#)\n\nMOST POPULAR\n\nPRO\n\n### Builder\n\n$49/month\n\n- 3 tenants\n- 10,000 tool calls / day\n- All connectors (incl. MongoDB + Custom API)\n- Priority support\n- Analytics dashboard\n- Custom tool builder\n- Visit requests (real estate)\n\n[Start 14-day trial →](https://www.agentport.dev/#)\n\nENTERPRISE\n\n### Scale\n\nCustom\n\n- Unlimited tenants\n- Unlimited tool calls\n- Custom connectors\n- Dedicated infrastructure\n- SLA + uptime guarantee\n- White-label option\n- Dedicated support\n\n[Contact us →](https://www.agentport.dev/#)\n\nAll plans include MCP + WebMCP + UCP — three protocols, zero extra cost.\n\n## The AI agent economy is here. Is your business in it?\n\nMost websites are invisible to AI agents today. In 12 months, that's a 40% traffic problem. AgentPort fixes it in 5 minutes.\n\nJoin 200+ merchants on the early access waitlist.\n\n🔒 No spam. Magic link only. Cancel anytime.\n",
"fullPageMarkdown": "AgentPort — MCP Infrastructure-as-a-Service\n\n🔌MCP Infrastructure-as-a-Service — Now in early access\n\n# Your business.\nAgent-native.\nIn 5 minutes.\n\nConvert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode.\n\n[Get started free](https://www.agentport.dev/#)[Watch demo](https://www.agentport.dev/#)\n\nSOC 2 compliant99.9% uptime SLAWorks with Claude & ChatGPTNo code changes neededFree tier available\n\nterminal\n\n|\n\n## The web is being re-indexed. By AI agents.\n\n### Before AgentPort\n\n- AI agents can't read your Shopify store\n- ChatGPT can't add to cart for your customers\n- Your products are invisible to Claude\n- Browser AI skips right past your website\n\nVS\n\nAgentPort\n\n### After AgentPort\n\n- Claude searches your catalog natively\n- ChatGPT completes purchases in your store\n- Google AI Mode recommends your listings\n- Browser AI agents transact on your site\n\nProjected 20260%\n\nof product searches now start in AI chatbots, not Google.\n\nProjected 20260\n\ne-commerce transactions will be AI-agent initiated.\n\nProjected 20260%\n\nof websites have any MCP support today.\n\n## Deploy in 4 steps. No engineers needed.\n\n1\n\n### Sign up & name your endpoint\n\nEnter your business name. We derive your unique slug (e.g., 'Acme Shoes' → acme-shoes) and show you your future MCP endpoint: https://agentport.dev/api/acme-shoes/mcp\n\n2\n\n### Connect your data source\n\nChoose from Shopify, Product Feed (CSV/JSON/XML), MongoDB, or Custom REST API. Paste your credentials. We handle the rest.\n\n3\n\n### Tools are auto-generated\n\nAgentPort analyzes your connector capabilities and generates MCP tools — product search, inventory check, cart creation, checkout — with LLM-tested descriptions validated across Claude, GPT-4o, and Gemini.\n\n4\n\n### Go live on every AI platform\n\nCopy your three integration artifacts — MCP endpoint, WebMCP script, UCP profile — and you’re live everywhere AI agents operate.\n\nMaking any website agent-ready\n\nAgentport\n\n.dev\n\nWebMCP as a Service\n\n🌐\n\nWebMCP\n\nLive\n\nBrowser-native agent tools via Chrome's WebMCP standard\n\n📦\n\nProduct Feed MCP\n\nComing Soon\n\nStructured catalog ingestion from any product feed or API\n\n🛒\n\nCheckout MCP\n\nComing Soon\n\nCart, shipping & order management for AI agents\n\n💳\n\nPayments MCP\n\nComing Soon\n\nPCI-compliant payment flows via merchant's existing PSP\n\n🧪\n\nAgent Sim\n\nComing Soon\n\nTest & simulate AI agent interactions before production\n\nOne integration → WebMCP + Backend MCP + UCP\n\nagentport.dev\n\nWebMCP\n\nBrowser Agents\n\nBackend MCP\n\nChatGPT · Claude · Gemini\n\nUCP\n\nGoogle Commerce\n\n## Connect anything. Auto-generate everything.\n\nPick a connector, supply your credentials, and AgentPort builds production-ready MCP tools automatically.\n\nShopify\n\nMost Popular\n\nProduct Feed\n\nConnector\n\nCustom REST API\n\nConnector\n\nMongoDB\n\nBeta\n\nManual Tool Builder\n\nConnector\n\n### ShopifyMost Popular\n\nConnect your Shopify store with your Admin API token. AgentPort integrates with both the Admin REST API and Storefront GraphQL API.\n\nHighlight\n\nFull transactional — agents can actually complete purchases.\n\nAuto-generates\n\n6 tools (search, details, inventory, create cart, add to cart, checkout URL)\n\nSetup time2 minutes\n\nWooCommerce, Magento, BigCommerce, and Salesforce Commerce Cloud coming soon. [Join the waitlist](https://www.agentport.dev/#)\n\n## Production tools. Zero description writing.\n\nEvery auto-generated tool ships with LLM-optimized descriptions, strict input schemas, and anti-hallucination prompting.\n\nE-commerceReal Estate / Rentals\n\nmcp-tool-explorer\n\nE-commerce Tools (6)\n\nsearch\\_productsget\\_product\\_detailscheck\\_inventorycreate\\_cartwriteadd\\_to\\_cartwriteget\\_checkout\\_urlwrite\n\nRead-onlyTransactional\n\nMCP Tool DefinitionRead-only\n\n```\n{\n \"name\": \"search_products\",\n \"description\": \"Search catalog by keyword, category, price range. Call this before get_product_details.\",\n \"inputSchema\": {\n \"type\": \"object\",\n \"properties\": {\n \"query\": {\n \"type\": \"string\"\n },\n \"category\": {\n \"type\": \"string\"\n },\n \"min_price\": {\n \"type\": \"number\"\n },\n \"max_price\": {\n \"type\": \"number\"\n }\n },\n \"required\": [\n \"query\"\n ]\n }\n}\n```\n\nLLM-tested descriptions. All tool descriptions are validated for ≥90% correct first-attempt invocation on GPT-4o, Claude 3.5, and Gemini.\n\nAnti-hallucination prompting built in — agents are instructed not to assume filters the user never mentioned.\n\n## One setup. Every AI platform.\n\nOther tools give you one integration. AgentPort gives you three.\n\nMCP Streamable HTTP Endpoint\n\n### For Claude, ChatGPT, and any MCP client\n\nYour personal MCP server, hosted and managed. Works with Claude Desktop, Claude.ai Projects, ChatGPT via OpenAI Responses API, and any MCP-compatible tool.\n\n// claude\\_desktop\\_config.json\n{\n \"mcpServers\": {\n \"acme-shoes\": {\n \"url\": \"https://agentport.dev/api/acme-shoes/mcp\",\n \"headers\": {\n \"Authorization\": \"Bearer ap\\_live\\_xxxx\"\n }\n }\n }\n}\n\nClaudeChatGPTCursorMCP Clients\n\nAuthenticated endpoint. API key scoped per-client for full audit trail.\n\nWebMCP Browser Script\n\n### For Chrome browser AI (Chrome 146+)\n\nA single script tag makes your website's tools available to any browser AI agent. Zero authentication required.\n\n<!-- Add to your website's <head> -->\n<script\n src=\"https://agentport.dev/api/acme-shoes/webmcp.js\"\n defer\n></script>\n\nChrome AIWebMCP\n\nZero-auth public endpoint. Browser agents discover and call your tools directly.\n\nUniversal Context Profile (UCP)\n\n### For Google AI Mode & Gemini\n\nA structured machine-readable profile that Google's AI Mode and Gemini use to recommend your products.\n\n\\# Submit to Google Search Console\nGET https://agentport.dev/api/acme-shoes/ucp\n\n# Returns structured JSON profile:\n# - Business info\n# - Product catalog summary\n# - Available MCP tools\n# - Commerce capabilities\n\nGoogle AI ModeGemini\n\nGoogle AI Mode is already indexing UCP profiles.\n\nNo other platform gives you all three. Most tools stop at one protocol and leave the rest of the AI web invisible to you.\n\nPOC · Live on AgentPort\n\n## Live proof: CribLiv, India's first AI-native rental marketplace\n\nCribLiv is a verified rental marketplace in Bangalore. Using AgentPort, they deployed six MCP tools that let AI agents search listings, compare properties, check availability, and book visits — without writing a single line of integration code.\n\n> “A tenant told Claude: ‘Find me a verified 2BHK in Koramangala under ₹25,000 with AC and parking.’ The agent called search\\_properties → get\\_property\\_details → compare\\_properties → schedule\\_visit. A visit was booked. Nothing else needed.”\n\n6\n\nMCP tools deployed\n\n0\n\nlines of code\n\n1\n\nWorking visit booking\n\nClaude\n\n## Works everywhere agents live.\n\nClaude\n\nvia MCP Streamable HTTP\n\nClaude Desktop\n\nvia claude\\_desktop\\_config.json\n\nChatGPT\n\nvia OpenAI Responses API\n\nChrome AI\n\nvia WebMCP script tag\n\nGoogle AI Mode\n\nvia UCP submission\n\nGemini\n\nvia UCP profile\n\nCursor\n\nvia MCP\n\nWindsurf\n\nvia MCP\n\nAny MCP Client\n\nvia Streamable HTTP\n\nAgentPort uses the OpenAI Responses API — NOT the deprecated Assistants API (shutting down August 2026). Future-proof from day one.\n\n## A dashboard built for merchants, not engineers.\n\nOnboarding WizardTool ManagerConnector SetupIntegration HubAnalyticsVisit Requests\n\n### Onboarding Wizard\n\n4 screens from zero to live MCP endpoint. Business name, connector choice, review, deploy. Your endpoint is ready before you finish your coffee.\n\n1\n\nBusiness Info\n\n2\n\nConnector\n\n3\n\nReview\n\n4\n\nDeploy\n\nBusiness Name\n\nAcme Shoes\n\nIndustry\n\nE-commerce\n\nNext Step\n\n## Enterprise-grade infrastructure. Startup simplicity.\n\nAI Agent\n\nAgentPort MCP Server\n\nKernel Packages\n\nSupabase PostgreSQL\n\nExternal APIs\n\nShow architecture details\n\n## Simple pricing. Generous free tier.\n\nFREE\n\n### Explorer\n\n$0/month\n\nNo credit card\n\n- 1 tenant (1 business)\n- 1,000 tool calls / day\n- Shopify + Feed connectors\n- MCP endpoint\n- WebMCP script\n- UCP profile\n- Community support\n\n[Start free →](https://www.agentport.dev/#)\n\nMOST POPULAR\n\nPRO\n\n### Builder\n\n$49/month\n\n- 3 tenants\n- 10,000 tool calls / day\n- All connectors (incl. MongoDB + Custom API)\n- Priority support\n- Analytics dashboard\n- Custom tool builder\n- Visit requests (real estate)\n\n[Start 14-day trial →](https://www.agentport.dev/#)\n\nENTERPRISE\n\n### Scale\n\nCustom\n\n- Unlimited tenants\n- Unlimited tool calls\n- Custom connectors\n- Dedicated infrastructure\n- SLA + uptime guarantee\n- White-label option\n- Dedicated support\n\n[Contact us →](https://www.agentport.dev/#)\n\nAll plans include MCP + WebMCP + UCP — three protocols, zero extra cost.\n\n## Frequently asked questions\n\nWhat is MCP and why does it matter?\n\nDo I need to know how to code?\n\nHow is AgentPort different from building my own MCP server?\n\nWhat about ChatGPT — I heard the Assistants API is deprecated?\n\nWhat is WebMCP and UCP?\n\nIs my data safe? Are my API credentials secure?\n\nCan I use this for non-ecommerce businesses?\n\nWhat happens when I hit my tool call limit?\n\n## The AI agent economy is here. Is your business in it?\n\nMost websites are invisible to AI agents today. In 12 months, that's a 40% traffic problem. AgentPort fixes it in 5 minutes.\n\nGet early access →\n\nJoin 200+ merchants on the early access waitlist.\n\n🔒 No spam. Magic link only. Cancel anytime.\n",
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}
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},
"contentEfficiency": {
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"checks": {
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"details": "96% token reduction (HTML→Markdown)"
},
"content_to_noise_ratio": {
"score": 0,
"weight": 30,
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},
"minimal_inline_styles": {
"score": 0,
"weight": 15,
"details": "149/1202 elements with inline styles (12.4%)"
},
"reasonable_page_weight": {
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},
"aiDiscoverability": {
"score": 15,
"weight": 25,
"grade": "F",
"checks": {
"has_llms_txt": {
"score": 0,
"weight": 20,
"details": "No llms.txt found"
},
"has_robots_txt": {
"score": 0,
"weight": 10,
"details": "No robots.txt found"
},
"robots_allows_ai_bots": {
"score": 100,
"weight": 15,
"details": "No robots.txt — AI bots allowed by default"
},
"has_sitemap": {
"score": 0,
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},
"supports_markdown_negotiation": {
"score": 0,
"weight": 25,
"details": "No Markdown for Agents support detected"
},
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"score": 0,
"weight": 20,
"details": "No Content-Signal found (robots.txt or HTTP headers)"
}
}
},
"structuredData": {
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"weight": 15,
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"checks": {
"has_schema_org": {
"score": 0,
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"score": 67,
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"details": "2/3 OG tags present"
},
"has_meta_description": {
"score": 100,
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"has_canonical_url": {
"score": 100,
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"details": "Canonical URL present"
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"details": "lang=\"en\""
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"checks": {
"content_without_js": {
"score": 100,
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"details": "Content available without JavaScript"
},
"reasonable_page_size": {
"score": 100,
"weight": 30,
"details": "Page size: 121KB"
},
"fast_content_position": {
"score": 100,
"weight": 30,
"details": "Main content starts at 2% of HTML"
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{
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"howToKey": "rec.add_llms_txt.howto",
"effort": "quick-win",
"estimatedImpact": 10,
"checkScore": 0,
"checkDetails": "No llms.txt found"
},
{
"id": "improve_content_ratio",
"priority": "critical",
"category": "contentEfficiency",
"titleKey": "rec.improve_content_ratio.title",
"descriptionKey": "rec.improve_content_ratio.description",
"howToKey": "rec.improve_content_ratio.howto",
"effort": "moderate",
"estimatedImpact": 6,
"checkScore": 0,
"checkDetails": "Content ratio: 4.7% (5797 content chars / 124390 HTML bytes)"
},
{
"id": "add_markdown_negotiation",
"priority": "critical",
"category": "aiDiscoverability",
"titleKey": "rec.add_markdown_negotiation.title",
"descriptionKey": "rec.add_markdown_negotiation.description",
"howToKey": "rec.add_markdown_negotiation.howto",
"effort": "significant",
"estimatedImpact": 6,
"checkScore": 0,
"checkDetails": "No Markdown for Agents support detected"
},
{
"id": "add_robots_txt",
"priority": "critical",
"category": "aiDiscoverability",
"titleKey": "rec.add_robots_txt.title",
"descriptionKey": "rec.add_robots_txt.description",
"howToKey": "rec.add_robots_txt.howto",
"effort": "quick-win",
"estimatedImpact": 5,
"checkScore": 0,
"checkDetails": "No robots.txt found"
},
{
"id": "add_sitemap",
"priority": "critical",
"category": "aiDiscoverability",
"titleKey": "rec.add_sitemap.title",
"descriptionKey": "rec.add_sitemap.description",
"howToKey": "rec.add_sitemap.howto",
"effort": "quick-win",
"estimatedImpact": 5,
"checkScore": 0,
"checkDetails": "No sitemap found"
},
{
"id": "add_content_signals",
"priority": "critical",
"category": "aiDiscoverability",
"titleKey": "rec.add_content_signals.title",
"descriptionKey": "rec.add_content_signals.description",
"howToKey": "rec.add_content_signals.howto",
"effort": "quick-win",
"estimatedImpact": 5,
"checkScore": 0,
"checkDetails": "No Content-Signal found (robots.txt or HTTP headers)"
},
{
"id": "remove_inline_styles",
"priority": "critical",
"category": "contentEfficiency",
"titleKey": "rec.remove_inline_styles.title",
"descriptionKey": "rec.remove_inline_styles.description",
"howToKey": "rec.remove_inline_styles.howto",
"effort": "moderate",
"estimatedImpact": 3,
"checkScore": 0,
"checkDetails": "149/1202 elements with inline styles (12.4%)"
},
{
"id": "add_schema_org",
"priority": "high",
"category": "structuredData",
"titleKey": "rec.add_schema_org.title",
"descriptionKey": "rec.add_schema_org.description",
"howToKey": "rec.add_schema_org.howto",
"effort": "moderate",
"estimatedImpact": 6,
"checkScore": 0,
"checkDetails": "No JSON-LD / Schema.org found"
},
{
"id": "add_semantic_elements",
"priority": "high",
"category": "semanticHtml",
"titleKey": "rec.add_semantic_elements.title",
"descriptionKey": "rec.add_semantic_elements.description",
"howToKey": "rec.add_semantic_elements.howto",
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},
{
"id": "add_open_graph",
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"descriptionKey": "rec.add_open_graph.description",
"howToKey": "rec.add_open_graph.howto",
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"checkScore": 67,
"checkDetails": "2/3 OG tags present"
}
],
"llmsTxtPreview": "# AgentPort\n\n> Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode.\n\n## Main\n- [AgentPort — MCP Infrastructure-as-a-Service](https://www.agentport.dev/): Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes. Works with Claud…\n\n",
"llmsTxtExisting": null,
"emergingProtocols": {
"oauthDiscovery": {
"exists": false,
"url": "https://www.agentport.dev/.well-known/oauth-authorization-server"
},
"mcpServerCard": {
"exists": false,
"url": "https://www.agentport.dev/.well-known/mcp.json"
},
"a2aAgentCard": {
"exists": false,
"url": "https://www.agentport.dev/.well-known/agent.json"
},
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},
"snippets": [
{
"id": "add_llms_txt",
"title": "Create /llms.txt",
"description": "Upload this file to your web root. It tells AI agents what your site is about and which pages matter.",
"language": "markdown",
"code": "# AgentPort\n\n> Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode.\n\n## Main\n- [AgentPort — MCP Infrastructure-as-a-Service](https://www.agentport.dev/): Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes. Works with Claud…\n\n",
"filename": "/llms.txt"
},
{
"id": "add_open_graph",
"title": "Add missing Open Graph tags",
"description": "Open Graph tags control how your page looks when shared on social media and how AI platforms preview your URL in answers.",
"language": "html",
"code": "<meta property=\"og:image\" content=\"https://yoursite.com/og-image.jpg\">\n<meta property=\"og:url\" content=\"https://www.agentport.dev/\">\n<meta property=\"og:type\" content=\"website\">",
"filename": "<head>",
"stacks": [
{
"id": "html",
"label": "HTML <head>",
"language": "html",
"filename": "<head>",
"code": "<meta property=\"og:image\" content=\"https://yoursite.com/og-image.jpg\">\n<meta property=\"og:url\" content=\"https://www.agentport.dev/\">\n<meta property=\"og:type\" content=\"website\">"
},
{
"id": "wordpress",
"label": "WordPress",
"language": "php",
"filename": "functions.php",
"code": "<?php\n// Quick Open Graph tags without a plugin (skip if Yoast / Rank Math is active)\nadd_action('wp_head', function () {\n if (!is_singular()) return;\n $post = get_queried_object();\n $title = get_the_title($post);\n $desc = get_the_excerpt($post) ?: wp_trim_words(strip_tags($post->post_content), 30);\n $image = get_the_post_thumbnail_url($post, 'large') ?: 'https://yoursite.com/og-image.jpg';\n $url = get_permalink($post);\n printf('<meta property=\"og:title\" content=\"%s\">' . \"\\n\", esc_attr($title));\n printf('<meta property=\"og:description\" content=\"%s\">' . \"\\n\", esc_attr($desc));\n printf('<meta property=\"og:image\" content=\"%s\">' . \"\\n\", esc_url($image));\n printf('<meta property=\"og:url\" content=\"%s\">' . \"\\n\", esc_url($url));\n echo '<meta property=\"og:type\" content=\"article\">' . \"\\n\";\n}, 5);"
},
{
"id": "nextjs",
"label": "Next.js",
"language": "typescript",
"filename": "app/page.tsx",
"code": "// Next.js App Router — Metadata API\nimport type { Metadata } from 'next';\n\nexport const metadata: Metadata = {\n title: \"AgentPort — MCP Infrastructure-as-a-Service\",\n description: \"Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes.\",\n openGraph: {\n title: \"AgentPort — MCP Infrastructure-as-a-Service\",\n description: \"Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes.\",\n url: \"https://www.agentport.dev/\",\n images: [\"https://yoursite.com/og-image.jpg\"],\n type: 'website',\n },\n};"
}
]
},
{
"id": "add_schema_org",
"title": "Add Schema.org JSON-LD",
"description": "Structured data helps AI agents understand the type, author, and purpose of your content.",
"language": "html",
"code": "<script type=\"application/ld+json\">\n{\n \"@context\": \"https://schema.org\",\n \"@type\": \"WebPage\",\n \"name\": \"AgentPort — MCP Infrastructure-as-a-Service\",\n \"description\": \"Convert your Shopify store, product catalog, or custom API into AI agent-ready MCP tools in 5 minutes. Works with Claude, ChatGPT, Chrome AI, and Google AI Mode.\",\n \"url\": \"https://www.agentport.dev/\",\n \"inLanguage\": \"en\",\n \"isPartOf\": {\n \"@type\": \"WebSite\",\n \"name\": \"AgentPort\"\n }\n}\n</script>",
"filename": "<head>"
},
{
"id": "add_robots_txt",
"title": "Create /robots.txt",
"description": "A robots.txt file tells crawlers (including AI bots) what they can and cannot access.",
"language": "txt",
"code": "User-agent: *\nAllow: /\n\nSitemap: https://www.agentport.dev/sitemap.xml",
"filename": "/robots.txt"
},
{
"id": "add_sitemap",
"title": "Create /sitemap.xml",
"description": "A sitemap helps AI agents discover all your pages. Most CMS platforms generate one automatically.",
"language": "xml",
"code": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<urlset xmlns=\"http://www.sitemaps.org/schemas/sitemap/0.9\">\n <url>\n <loc>https://www.agentport.dev/</loc>\n <lastmod>2026-05-18</lastmod>\n </url>\n</urlset>",
"filename": "/sitemap.xml"
},
{
"id": "add_content_signals",
"title": "Add Content-Signal directives",
"description": "Content-Signal tells AI agents how they may use your content. The canonical location is robots.txt, but you can also expose it as an HTTP header from any stack.",
"language": "txt",
"code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no",
"filename": "/robots.txt",
"stacks": [
{
"id": "robots",
"label": "robots.txt",
"language": "txt",
"filename": "/robots.txt",
"code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no"
},
{
"id": "nginx",
"label": "Nginx",
"language": "nginx",
"filename": "server block",
"code": "# Inside your server { } block:\nadd_header Content-Signal \"search=yes, ai-input=yes, ai-train=no\" always;"
},
{
"id": "apache",
"label": "Apache",
"language": "apache",
"filename": ".htaccess",
"code": "# In .htaccess (or VirtualHost):\nHeader set Content-Signal \"search=yes, ai-input=yes, ai-train=no\""
},
{
"id": "wordpress",
"label": "WordPress",
"language": "php",
"filename": "functions.php",
"code": "<?php\n// In your theme's functions.php or a small mu-plugin\nadd_action('send_headers', function () {\n header('Content-Signal: search=yes, ai-input=yes, ai-train=no');\n});\n\n// Optional: also append the directive to the dynamic robots.txt\nadd_filter('robots_txt', function ($output) {\n return $output . \"\\nContent-Signal: search=yes, ai-input=yes, ai-train=no\\n\";\n}, 10, 1);"
},
{
"id": "nextjs",
"label": "Next.js",
"language": "typescript",
"filename": "middleware.ts",
"code": "// middleware.ts (Next.js 13+ App Router or Pages Router)\nimport { NextResponse } from 'next/server';\nexport function middleware() {\n const res = NextResponse.next();\n res.headers.set(\n 'Content-Signal',\n 'search=yes, ai-input=yes, ai-train=no'\n );\n return res;\n}\nexport const config = { matcher: '/:path*' };"
},
{
"id": "cloudflare",
"label": "Cloudflare Workers",
"language": "javascript",
"filename": "worker.js",
"code": "// Cloudflare Worker that proxies your origin and adds the header\nexport default {\n async fetch(request, env, ctx) {\n const res = await fetch(request);\n const newRes = new Response(res.body, res);\n newRes.headers.set(\n 'Content-Signal',\n 'search=yes, ai-input=yes, ai-train=no'\n );\n return newRes;\n },\n};"
},
{
"id": "express",
"label": "Express / Fastify",
"language": "javascript",
"filename": "server.js",
"code": "// Express\napp.use((req, res, next) => {\n res.setHeader('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n next();\n});\n\n// Fastify\nfastify.addHook('onSend', (request, reply, payload, done) => {\n reply.header('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n done();\n});"
}
]
},
{
"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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