OUTCOME · SHARED MEMORY
Save time: stop explaining your project to the machine every day
You have explained this repository a hundred times: to Claude Code yesterday, Cursor today, Codex tomorrow. MemHub ends the ritual — explain once, inherit forever.
- explain per decision — ever
- 1×
- sessions that inherit it
- ∞
- context pastes per morning
- 0
* Reference figures — measure your own savings with a pilot sprint.
SOLVED PAIN
The pains MemHub removes from your operation.
Copy-pasting architecture summaries into prompts
Briefings assemble themselves from project memory.
Re-typing conventions after every “New Chat”
Conventions persist as pinned, ranked memories.
Switching tools resets everything you taught
One neutral store serves every MCP client identically.
Teammates can’t see what you told your agent
Shared memory means shared teaching across the team.
Real value, for the people building and the people deciding.
For developers tired of repeating themselves
- Write the constraint once; every future prompt already knows
- Works in the tools open right now — no workflow change
- Corrections stick: fix it once, never again
For companies paying for that repetition
- Thousands of duplicated tokens per developer per week disappear
- Context quality stops depending on who remembered to paste
- Onboarding docs stay alive because agents consume them
01The explanation tax, itemized
Surveys put repeated context at 15–25 minutes per session. At five sessions a week across ten engineers, that is a full salary spent re-teaching machines what they were told last Tuesday.
02Explain once, structurally
MemHub turns explanations into typed, versioned, permissioned memories. The machine retrieves them exactly when relevant — and so does the next hire.
UNIVERSAL COMPATIBILITY
Plugs into any CLI or development tool you use.
If it speaks MCP or reads a JSON config, MemHub plugs in. One command wires the majors; everything else joins as a generic client.
- Claude Code
- Cursor
- Windsurf
- Cline
- Codex CLI (GPT)
- GitHub Copilot
- Google Antigravity
- Gemini CLI
- Aider
- OpenCode
- CI bots via REST
Questions, answered straight.
How is this different from snippets or templates?
Snippets are static and manual. Memory is retrieved by relevance, updated by the work itself, and shared across every teammate and tool.
Can I still tweak context per task?
Always — briefings are a floor, not a ceiling. Add task-specific notes in the prompt whenever you want.
THE NEXT SESSION STARTS HERE — 2 MIN SETUP