ContextKit

What it does

Large‑language models don’t crawl the web like search engines. They need a map. The emerging llms.txt standard is that map. ContextKit makes it easy for you to create that map. Make sure the AIs know about your company!

Create AI-friendly content for your website with llms.txt files and cleaned Markdown copies for better AI discoverability.

We package your key pages into an LLM‑ready bundle—llms.txt, clean Markdown, and a step‑by‑step upload guide—so chatbots quote your content, not someone else's. AI is now a primary query interface. If it can't *definitively* understand your site, it guesses . Wrong pricing, garbled features, made-up policies. These lead to lost sales, eroded trust, and your brand narrative hijacked by an algorithm's best attempt. Silence isn't golden; it's a gamble with your business. Stop the AI gamble. The `llms.txt` standard is your direct line to AI understanding —the official "instruction manual" for your website. ContextKit expertly crafts this, cleans your content into AI-fluent Markdown, and…from contextkit.io

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  Turn any website into a knowledge base for LLMs2024 · embedding.io · ▲305

  I built this tool because I wanted a way to just take a bunch of URLs or domains, and query their content in RAG applications. It takes away the pain of crawling, extracting content, chunking, vectorizing, and updating periodically. I'm curious to see if it can be useful to others. I meant to launch this six months ago but life got in the way...

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  Humans vs LLMs2025 · aipageready.com · ▲138

  Hi HN, We just launched [AI Page Ready](https://aipageready.com) — a tool to check if your web pages are discoverable and understandable by AI tools like ChatGPT, Claude, Gemini, and Perplexity. It runs 40+ checks across six areas: Discoverability & Crawlability, Structured Data & Semantics, Content Quality, Answer-Ready Formatting, Accessibility & Rendering, and Deep AI LLM-specific checks. Would love your feedback — especially if you work in eCommerce, SEO, content, SaaS, or are trying to get traffic from AI tools. (Also open to ideas on what else to add to the tool!)

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  Context GatewayMar 2026 · github.com · ▲220

  We built an open-source proxy that sits between coding agents (Claude Code, OpenClaw, etc.) and the LLM, compressing tool outputs before they enter the context window. Demo: https://www.youtube.com/watch?v=-vFZ6MPrwjw#t=9s. Motivation: Agents are terrible at managing context. A single file read or grep can dump thousands of tokens into the window, most of it noise. This isn't just expensive — it actively degrades quality. Long-context benchmarks consistently show steep accuracy drops as context grows (OpenAI's GPT-5.4 eval goes from 97.2% at 32k to 36.6% at 1M…

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  Dev tools · 2025 · github.com