Shared memory for AI agents

Your agents forget. MemQ doesn't.

One governed memory for every agent you run — recall across sessions, share context between agents, and hand work forward without losing state.

Works with any MCP clientOAuth or API keyFree tier
connect — illustrative
$ claude
> /plugin install memq-brain
MemQ connected — namespace: team_acme
OAuth complete · 35 memory tools live
Ready.

Works anywhere MCP is accepted.

No SDK. No lock-in. No custom integration. If your client speaks Model Context Protocol, it speaks MemQ.

Claude CodeCodexCursor+ any MCP-compatible IDE, CLI, or agent runtime
VS CodeWindsurfAntigravityconfig packs included
.mcp.json
{
  "memq": {
    "command": "npx",
    "args": ["-y", "mcp-remote@latest", "https://mcp.multinex.ai/mcp/v1"]
  }
}

One config line. OAuth handles the rest. ~30 seconds.

Token economics

Stop paying to re-send what your agents already know.

Stateless agents re-inject the same context every session. Persistent memory replaces bulk re-injection with targeted recall.

Without persistent memory

73%Redundant tokens

Same context re-injected every session

Every sessionStarts cold

Full context re-sent before useful work begins

CompoundingSpend per agent

Token bill grows with every agent you add

73% re-sent

With MemQ

92%+Context recall

Targeted recall replaces bulk re-injection

91%Less re-injected context

Agents pull only the memory the task needs

New workIs what you pay for

Spend scales with output, not repeated context

91% reduction

Estimates based on average enterprise LLM deployment metrics; actual savings vary by workload. Benchmark protocol published →

Up to 91% less re-injected context per session across your agent fleet

Less reprocessing also means less GPU compute — efficiency that compounds.

See the benchmark protocol

One brain for every AI tool

Switch tools. Switch teammates. Keep the memory.

MemQ is one shared memory that follows your work everywhere. Start a task in Claude, finish it in Codex, hand it to a teammate — your AI never starts from zero.

Claude · Monday
> reunion
✓ caught up — 847 memories
✓ working set hydrated
switch tool
Codex · same project, Friday
> what did we decide on auth?
✓ JWT · 30-min expiry
decided Mon · source: claude

Start a task in one AI tool and finish it in another. MemQ carries the whole story across — every decision, file, and dead-end. Switch the tool, keep the brain.

Switch tools mid-task

Claude → Codex → Cursor. Your AI carries the whole story over — no re-explaining what you're working on.

Hand off to a teammate

They pick up mid-thought. Every decision and dead-end already loaded — no 'quick catch-up call.'

Pick up Monday

Close the laptop Friday. Type reunion Monday. Your AI is already caught up — nothing to re-paste.

Remembers your workflow

Tell it once how your spreadsheet, columns, and process work. It stops asking every new chat.

Sovereign by design

Where does my data live?

In your own private space. Self-host it if you want.

What if I leave?

Take all of it with you, anytime. Nothing is locked in.

Can one customer see another's?

Never. Every space is sealed off by default.

Who can read it?

Only the people you allow — and every read is logged.

Every number reproduces from our public benchmark. See the methodology →

Start free — no card required

Persistent memory in two steps

Connect once. Remember forever.

01

Work

Connect once, then use AI normally. MemQ captures decisions in the background. The Soul Journal distills what matters.

02

Return

Start your next session with reunion. Prior context loads automatically — no copy-paste.

> reunion
✓ namespace: team_acme
✓ 847 memories · working set hydrated
Ready where you left off.

Pricing

Free to prove. Cheap to scale.

14-day trial on paid plans. No card for Free.

Free

Start here
$0forever

For proving MemQ on one AI workflow before adding billing or a team.

100 memory segments
25 writes / 150 reads per month
5 AI calls / 2,500 AI tokens per month
_commons plus one private namespace
Start free

Pro

$50/mo

For heavier AI workflows that need more recall volume, stronger validation, and priority capacity.

3,000 memory segments
1,500 writes / 7,500 reads per month
Priority capacity and stronger validation
14-day trial eligible
Start Pro trial

Team

$99.99/mo

For shared team memory, handoffs, activity history, and approved context across multiple users.

11,250 memory segments
7,500 writes / 15,000 reads per month
Includes 5 seats
$25/additional seat/mo or $300/additional seat/yr
Start Team

Contributor ($20/mo), annual billing, and full plan details →

Start building shared memory in 30 seconds.

$0 to start. Private namespace. No card. Scale to Pro or Team when memory pays for itself.