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Notes on MCP, indexing the web for AI, and turning websites into queryable endpoints. New posts as they ship.

2026-05-12

Your Entire Website as a Live AI Knowledge Base
Index every URL of your website once, then Claude, ChatGPT, Cursor, and other MCP-compatible AI clients answer questions from the whole site with cited source URLs. Not a Chrome extension. Not a component-capture tool. A live, queryable knowledge base.

2026-05-17

Website MCP Endpoint: What It Is and How to Get One in 5 Minutes
A website MCP endpoint is a single URL that lets Claude, ChatGPT, Cursor, or any MCP-speaking AI query your site's content with citations. Here's what the URL looks like and how to get one in five minutes.

2026-05-17

How to Connect Your Website to Claude AI Using MCP (No Coding Required)
Connect any website — your docs, store, or wiki — to Claude Desktop using MCP, so Claude can answer about every page on it with citations. Five-minute walkthrough, no coding, free tier available.

2026-05-17

How to Connect Your Website to ChatGPT Using MCP (Every Tier, Including Free)
Connect any website to ChatGPT as a custom MCP connector so it can answer about every page on the site with citations. Works on Free, Plus, Pro, Business, and Enterprise tiers. Five-minute walkthrough, no coding.

2026-05-17

How to Turn Your Website Into an MCP Server (Step-by-Step)
Two honest paths to turning a website into an MCP server an AI client can query — self-host the indexing + retrieval pipeline yourself, or use a managed service. What each takes, when each is the right call, and full code-level breakdown of the self-host route.

2026-05-17

How to Make Your Documentation Queryable by ChatGPT (Every Tier)
Turn your docs site into a knowledge source ChatGPT can query for cited answers. Works on every ChatGPT tier including Free, no coding, 5-minute setup. Why this beats both training-data answers and one-page web fetches.

2026-05-17

llms.txt vs MCP: When You Need a Static File and When You Need a Server
llms.txt is a static file that tells AI crawlers what your site contains. MCP is a live protocol that lets AI clients query your site on demand. Which to use, when to use both, and why most content sites need both — explained with concrete examples.

2026-05-17

Company Knowledge Base for Claude and ChatGPT — How It Works in Practice
Give your team's AI assistants access to your company's docs, policies, and product info — without dropping every page into a chat window every time. A step-by-step guide to making your company knowledge base queryable from Claude and ChatGPT via MCP.