Kit For AI

Kit for AI is a platform that gives AI agents a memory that actually sticks. Instead of starting from scratch every conversation, your agent can remember users, preferences, and past decisions. You can also drop in any document — PDF, Word, Excel, even YouTube videos — and Kit for AI turns them into searchable knowledge bases your AI can cite. No more rebuilding RAG stacks or copy-pasting context.

It works through MCP (Model Context Protocol) tools that your agent calls itself — remember, recall, and search. Upload a file or paste a URL, and Kit for AI extracts clean Markdown, chunks it, embeds it, and makes it searchable via hybrid semantic plus keyword retrieval. It also offers a URL-to-Markdown converter, scheduled refreshes, and batch processing up to 25 files. The whole thing is designed to reduce token usage (up to 90% fewer) and keep data private.

Developers building AI agents, RAG pipelines, or knowledge bases will find it especially useful. It's great for support bots that need to cite internal docs, fine-tuning datasets, or any workflow where an AI needs reliable, long-term memory. The free tier gets you started in seconds, and the API scales to production.