Intelligence, Preserved.
Context infrastructure for AI.
We solve the hardest problem in AI development: making sure your AI actually understands your work. Semantic search, automatic context routing, and intelligent memory—across any LLM.
Context infrastructure for AI.
We solve the hardest problem in AI development: making sure your AI actually understands your work. Semantic search, automatic context routing, and intelligent memory—across any LLM.
The Problem
of tokens wasted on irrelevant context
more time spent hunting for files
memory between sessions
Every AI coding tool uses the same models. The difference is context.
We make context automatic.
Our Approach
Find code by meaning, not keywords. Ask "where do we handle auth?" and get the right files—not string matches.
Every prompt gets the right code snippets automatically. No manual @mentions. No wasted tokens. 50ms latency.
Your code stays on your machine. Free tier runs entirely local—no API keys, no cloud dependency, no trust required.
Products
Context infrastructure for every AI workflow.
CLI semantic search & auto-routing
Automatic context injection for Claude Code. Every prompt gets the right code—50ms, invisible, no workflow changes.
Universal context protocol
Context infrastructure for any MCP-compatible client. Same semantic search and routing—works with Cursor, Windsurf, Continue, and more.
Why Pyckle
Pyckle = preservation. In a world where AI systems constantly reset and forget, we're the constant.
We ensure your most valuable asset—your context—remains accessible, optimized, and alive. Whether you're using Claude, GPT, Gemini, or whatever comes next.
Start with our Claude Code integration. More platforms coming soon.