Carry context across tools
Claude learned it. Cursor and Codex should not start cold.
MemStacker Relay
Stop re-explaining your work to every AI tool.
MemStacker Relay carries working memory across Claude, Cursor, ChatGPT, Codex, and MCP-native tools — so each session starts with the context you already gave the last one.
Request the Portable Memory Playbook
For operators and small teams building serious AI workflows.
Portable memory relay
Context moves across tools instead of dying in the session that heard it first.
Stop rebuilding prompts
Keep decisions, constraints, and project context available between sessions.
Inspect what gets remembered
Memory should be useful without becoming mysterious.
The failure mode
Your AI stack forgets in pieces.
Modern AI work jumps between chats, editors, terminals, agents, and docs. Each tool sees part of the story. None of them naturally carry the whole thread.
Cold starts
Every new session needs a recap before it can help.
Lost decisions
Important constraints disappear into old chats and terminal logs.
Tool islands
The context that helped in one product does not follow you to the next one.
Prompt archaeology
You spend time finding and rewriting context instead of moving the work forward.
How Relay works
Remember once. Carry it across your stack.
01
Capture the useful context
Decisions, constraints, preferences, and working notes become durable memory.
02
Relay it to the next tool
The right context moves into Claude, Cursor, Codex, ChatGPT, or MCP-native workflows when it matters.
03
Review the memory trail
Inspect what was remembered so your tools stay helpful without becoming a black box.
Portable Memory Playbook
What you’ll get
A practical guide to designing portable memory before your AI workflow turns into a pile of disconnected chats.
The multi-tool memory map
Where context breaks when work moves across assistants, editors, and agents.
The relay pattern
How to move context without dumping everything into every prompt.
The memory hygiene checklist
What to keep, what to ignore, and what to review.
The first-workflow path
How to start with one workflow before expanding to a team.
Build an AI workflow that remembers the work, not just the chat.
Request the Portable Memory Playbook. We’ll email the guide now; any extra context you choose to share is optional.