News
Notes from the team building KCP.
Announcements, research, engineering and product updates on the Knowledge Context Protocol.
Announcements
Announcements9 min read
Introducing KCP — Compile knowledge before you prompt
Stop pushing PDFs into LLMs. KCP turns documents into semantically compiled context — higher fidelity, fewer tokens, and a science lab to prove the gain.
Read moreResearch14 min read
PDF vs .kcp — Why Agentic AI Needs a New Knowledge Format
A seminal essay on why PDFs fail LLMs and what comes next: KCP, an AI-native format for executable, verifiable, agent-ready knowledge.
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