Share context across Claude Code and your other AI agents
To share context across your AI coding agents, route them through a shared memory layer that captures each session and recalls it in the next, instead of each tool keeping its own private memory. Wemory is agent-agnostic by design: it works with Claude Code, Claude AI and Cowork, Codex, ChatGPT and its Work edition, and Hermes, with Cursor next.
Why context does not move between Claude Code and Cursor
Context does not move between AI coding tools because each one keeps its own memory. What you established in one agent session, the conventions, the dead ends, the decisions, is invisible the moment you switch to another agent, so you re-explain it from scratch.
The same gap exists between teammates. One engineer's session never reaches another engineer's, even in the same tool. Every switch of tool or person resets the context to zero.
How a shared memory layer connects them
A shared memory layer connects your agents by sitting above all of them. As each session runs, it captures the decisions and context and stores them as team memory. When the next session starts, it pulls the relevant history back in automatically, no matter who runs it.
Because the memory lives outside the tools, it is agent-agnostic: Claude Code, Claude AI and Cowork, Codex, ChatGPT and Hermes all plug into the same shared memory, and each new agent joins it as it arrives. Adding a tool extends your context instead of splitting it, so the context follows the work, not the editor.
What carries over
What carries over is the working context that usually leaks: architecture decisions, naming conventions, approaches already ruled out, and the reasoning behind current work. Meeting transcripts and documents feed the same layer, so spoken and written decisions are there too.
The result is one consistent context across the AI tools your team uses, instead of a separate, partial picture inside each one.
Frequently asked questions
Which agents does this work with today?+
Claude Code, Claude AI and Cowork, Codex, ChatGPT and its Work edition, and Hermes, with Cursor next. Because the memory layer is agent-agnostic, the captured context is not tied to one editor: each new integration reads from the same shared memory rather than starting a fresh silo.
Do I have to copy context between tools manually?+
No. Capture and recall happen automatically in the background. You launch your sessions through Wemory and keep working; there is no copy-pasting of context between tools and no manual note-taking step.
Is the context shared across teammates or just my tools?+
Both. The memory is shared across your team and across the agents Wemory supports, so a decision captured in one engineer's session is available in another engineer's session. You can also restrict projects to specific people.
What does it cost?+
Wemory is 20 USD per seat per month with the first month free and no card required. Seats are prorated with no commitment, so the cost scales with your team as it grows or changes.