Your AI context.
Structured.
Delivered.
A structured knowledge package generated from your website or codebase. Drop it in and your AI tools — Claude, Cursor, agents — immediately understand what you build, who you serve, and how you work.
Crawled from your public site. Federated YAML — each file is self-contained and can be loaded individually into any pipeline, RAG system, or agent session.
Questions? selina@exoreaction.com
What is a KCP manifest?
The missing layer between your organisation and your AI tools.
KCP (Knowledge Context Protocol) is a structured YAML format that describes what your company does, what it builds, who it serves, and how it works — in a form that AI tools can read directly without needing to be told every session.
Drop knowledge.yaml
in your repo root and Claude Code, Cursor, and any MCP-compatible agent picks it up
automatically. Place llms.txt
on your web root and your site becomes AI-discoverable without a crawl.
Most teams write these by hand once, let them rot, and wonder why their agents give generic answers. The AI-Readiness Package generates yours from what actually exists — your codebase, your website, your public information.
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