What Claude Code knows, Codex doesn't. What your teammate built yesterday or is building right now? The agent has no idea. Every coding agent is an island. And we as humans are the communication bottleneck between them.
UltraContext is an open source context layer that captures every agent session in realtime and makes it available to all of them. Think of it as a personal context engineer that sits between your agents so they always know what the others did.
How it works:
1. Run the daemon. It auto-captures context from Claude Code, Codex, Cursor as you work. Just work as you always do. 2. Add the MCP server to any agent. It now has real-time full awareness of what every other agent did. Ask questions, implement plans, or do whatever you want.
That's it. Two steps.
You can ask things like:
- "What did Codex change in the API yesterday?" - "Grab the plan Claude Code made and implement it" - "What's the team shipping today?" - "What did you get done this week" (Useful if you're working for X)
Consume it either via MCP or use the CLI to fork sessions and continue locally (It also supports interoperability of agents btw. Ex: Codex<>Claude Code).
We built this because we were using 3-4 coding agents daily and realized we spent more time re-explaining context than actually building. The daemon captures everything, the Context API [1] versions it like Git (create, get, append, update, delete — automatic versioning, time-travel, fork), and the MCP server distributes it to any agent that supports the protocol.
It's completely open source. Apache license.
GitHub: https://github.com/ultracontext/ultracontext Docs: https://ultracontext.ai/docs