OUTCOME · SHARED MEMORY
Reduce AI context waste across every coding session
Store project context once, retrieve only what matters, and stop paying people and models to reconstruct the same engineering history in every coding session.
- capture per decision
- 1×
- project context available
- 24/7
- coding clients, one memory
- N
* Reference figures — measure your own savings with a pilot sprint.
SOLVED PAIN
The pains MemHub removes from your operation.
Prompts repeat architecture and conventions
Ranked retrieval supplies the relevant project memory on demand.
Knowledge stays in one person or chat
Project-scoped memory makes it available to authorized teammates.
Context is copied into every new tool
One MCP layer serves major coding agents and IDEs.
Real value, for the people building and the people deciding.
For developers
- Start sessions with project precedent
- Retrieve rationale without interrupting a teammate
- Keep working locally when connectivity drops
For engineering organizations
- Retain institutional knowledge by project
- Enforce organization and project authorization
- Review provenance, versions, and administrative audit events
01Capture the evidence once
MemHub captures typed decisions, patterns, fixes, and constraints once. Incremental briefings and task-level search retrieve a small relevant slice instead of inserting the whole archive into every prompt.
02Retrieve by task, not by dump
Topic, recency, type, and pinned status help agents retrieve a bounded answer. The archive remains searchable without consuming the entire context window.
03Measure the outcome in a pilot
Run one project for a sprint. Track repeated prompt tokens, time spent asking for prior context, reopened decisions, and defects tied to forgotten constraints.
UNIVERSAL COMPATIBILITY
Plugs into any CLI, IDE, or AI coding agent.
If it speaks MCP or reads a JSON config, MemHub plugs in. One command wires your editors and terminals without friction.
- Claude Code
- Cursor
- Windsurf
- Cline
- Codex CLI (GPT)
- GitHub Copilot
- Google Antigravity
- Gemini CLI
- Aider
- OpenCode
- CI bots via REST
Questions, answered straight.
Does MemHub replace documentation?
No. Keep durable reference material in documentation; use MemHub for the evolving decision, rationale, constraint, pattern, and bugfix stream that agents need during work.
How do we validate the benefit?
Set a baseline, run a one-sprint pilot, and compare the operational metrics listed above. Treat outcomes as measurements, not guaranteed percentages.
THE NEXT SESSION STARTS HERE — 2 MIN SETUP