Send less context, with more control
Reduce noisy agent output, redact secrets, persist durable context references, and retrieve only what each task needs—locally or as a managed team service.
Useful context without the token sprawl
XContext is the context control layer for AI agents. It converts bulky tool output into protected, retrievable context objects so agents receive what they need without repeatedly carrying everything.
npm install -g @agumbe/ctl agumbe-ctl xcontext init --codex --local
Local-first by default
Start with an embedded SQLite store and keep raw context on the developer machine. Move to managed team storage when collaboration requires it.
Protected context
Detect and redact secrets before persistence. Raw content stays protected while summaries and audited context references remain useful.
Measurable context savings
Track original, returned, and verified-delivered tokens by session and content type instead of relying on synthetic savings claims.
Agent-ready workflows
Use the Agumbe CLI and MCP integration with Codex today, with the same provider-neutral contract designed for additional agent clients.