Cross-Agent Memory across New · shared project memory — local-first · offline-ready

Cross-Agent Memory across New Zealand

Switching tools mid-task shouldn’t reset what you taught. With MemHub, context travels with the project — not the vendor. No lock-in, one search surface.

Replace handoff markdowns with governed memory — versioned, searchable, permission-checked. Interactive installer wires every client at once. Self-host free.

Start free — get briefed in 2 min

Free for 1 project · No card · Self-host or we host · No external API

acme/cross-agent-memory
synchronized

context/main

memories 41

pinned 6

contributors 9

BRIEFING FOR NEW SESSION

What changed since your last pull

3 new
01
decision

Standardize on idempotent write endpoints

Source: architecture.md

02
pattern

Repository layer owns every database transaction

Source: pull request #214

03
bugfix

Refresh tokens rotate atomically under load

Source: auth/session.ts

Claude Code
Cursor
Windsurf

WHY IT MATTERS HERE

Why New Zealand engineering teams choose MemHub

Across New Zealand, software teams ship faster when their tools share one memory instead of three silos. New engineers ramp in days because precedent is searchable, not oral history.

Teams operating under the Privacy Act 2020 can point at a concrete architecture instead of promises.

  • New Zealand: connect Claude Code, Cursor, Windsurf, Cline, Codex CLI, or Antigravity to one shared memory. It also plugs into any CLI that speaks MCP or reads a JSON config.
  • Data residency you control — run MemHub on infrastructure inside New Zealand or let us host it.
  • One command onboards the whole team: memhub login, then connect for Claude Code, Cursor, Windsurf, Cline, Codex CLI, or any JSON client.

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

WHAT YOU GET

Cross-Agent Memory across New Zealand, without the trade-offs.

01

Roll out in minutes

Interactive installer wires all supported clients at once — or pick just two.

02

Adopt the next agent free

Standard MCP on the wire — adding Antigravity or Gemini next month needs zero migration.

03

One memory, every agent

Vendor-neutral store — a constraint taught to Claude Code constrains Cursor and Codex too.

04

All agents agree

Every client gets same incremental delta — no drift between tools on same repo.

05

Trace, don’t overwrite

Versioned entries show how a decision evolved — no silent overwrites, no lost rationale.

06

One search, every lesson

Single query surface across everything any agent learned on any machine — find in seconds.

The honest comparison.

No feature-matrix gymnastics — just what changes the week you adopt MemHub.

Without MemHubWith MemHub
Context lives in heads and DMs → onboarding takes daysStructured, searchable memory → new dev/agent productive in minutes
Every agent re-learns the repo from scratchSessions open pre-briefed with only what changed — zero re-explaining
Rules files cap out at ~2k tokensUnbounded versioned history stays one query away — never cap again
Decisions re-litigated, bugs re-introducedPinned invariants prevent regressions — agents respect past calls

Keep your stack. Add shared memory.

One command for Claude Code, Cursor, Codex, Windsurf, Cline or any MCP client. No new editor. Setup in 2 minutes, works offline.

repository terminal

$ npm install --global @simplexlat/memhub

$ memhub login

✓ project resolved · context ready · memory synchronized

Questions, answered straight.

Which tools share the memory?

Anything that speaks MCP: Claude Code, Cursor, Codex CLI, Google Antigravity, Cline, Windsurf, or a generic JSON-configured client.

Do all agents get write access?

Credentials are scoped per project and role. You decide which machines can read, write, or administer shared memory.

What happens when our connection drops?

Nothing interrupts the work. Writes commit to the local SQLite outbox and synchronize automatically when the shared service is reachable again.

Can we try it without sending data anywhere?

Yes — the local engine works fully offline, and the self-hosted stack keeps even the shared layer on your own PostgreSQL.

How much does it cost?

A Community tier is free, and the Team plan adds multi-project contexts, seats, and higher synchronization limits. Self-hosting is unlimited.

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THE NEXT SESSION STARTS HERE — 2 MIN SETUP

Stop rebuilding context.
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