Keep what matters now visible
Surface active projects, priorities, blockers, and recent changes without dumping an entire personal knowledge base into every prompt.
Ruksak.aiPortable context for AI-native work
Launching Sunday, March 22
Portable context for AI-native work.
Ruksak.ai is an MCP-first context service that helps AI tools understand who you are, what you are working on, and what matters right now, without forcing you to repeat the same context across every host, session, and workflow.
What we are building first
A trustworthy context layer that feels alive, structured, and inspectable. The core loop is simple: gather signals, propose changes, let the user review them, and provision the right context back into real work through MCP.
Observe automatically, save intentionally
Ruksak extracts candidate context from real work, but nothing important becomes durable state until the user reviews and approves it.
Pack the right context for the host
Generate scoped bundles for chat, tools, and coding environments so each host gets what it needs without the noise.
Launch scope
Credible v1 over feature sprawl
We are optimizing for a real MCP end-to-end product loop in production, not a broad but brittle platform. The Sunday release should prove the core value cleanly.
- Remote MCP server with search and fetch tools
- Durable user context store with explicit relationships
- Review queue for proposed updates
- Current work view for active priorities
- History trail for durable mutations
- Production deploy path via Railway
Scaffold
Built to move fast this week
- Next.js app router scaffold carrying both MCP and control-surface routes
- TypeScript foundation for shared server, transport, and product logic
- Brand assets wired for favicon, metadata, and social previews
- Ready to add review flows, richer provisioning, and host-specific context shaping next