MemHub
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GITHUB COPILOT MEMORY · AVAILABLE NOW

Copilot Team Memory in Auckland

Yesterday’s debugging breakthrough shouldn’t vanish before standup. MemHub persists it with authorship and search — mixed teams get one source of truth, not parallel wikis.

From prompts to governance: org/project scoping, hashed credentials, audit trails — enterprise rollouts ship faster. Self-host for sensitive repos.

N

Nelson · Founder, MemHub at Simplex.lat

Simplex.lat · Quito, Ecuador ·

Published by MemHub at Simplex.lat. Product limits come from the current plans; validate capabilities in your own pilot.

Local-first · OfflineSin pérdida de contextoSetup en 2 min
Start free — get briefed in 2 min

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

acme/github-copilot-memory
synchronized

context/main

memorias 41

fijadas 6

autores 9

BRIEFING FOR NEW SESSION

What changed since your last pull

3 new
01
decision2m

Usar bloqueos consultivos en PostgreSQL

Fuente: Nelson · architecture.md

02
pattern18m

Los errores de API siguen RFC 9457

Fuente: Maya · PR #184

03
bugfix1h

Los refresh tokens rotan atómicamente

Fuente: Codex CLI · auth/session.ts

Claude Code
Cursor
Codex CLI

Definition

What is Copilot Team Memory in Auckland?

Copilot Team Memory is the durable project memory that survives restarts, device switches and session closes so agents inherit what humans already decided. Teams in Auckland run MemHub on PostgreSQL 16 with pgvector and row-level security, giving every agent the same cited context without vendor lock-in or re-explaining.

Team plan at a glance

$29

Team per workspace per month (USD)

Team plan price; review current terms before subscribing. This is not a savings estimate.

According to MemHub pricing →

5

Seats included in Team

Share decisions with authorized teammates. Shared memory is not a replacement for live collaborative chat.

According to MemHub pricing →

20

Projects included in Team

Configure project scope and test what each user can retrieve before connecting sensitive repositories.

According to MemHub pricing →

How MemHub delivers Copilot Team Memory without trade-offs

MemHub delivers Copilot Team Memory in Auckland by writing first to a local SQLite outbox and then syncing incremental deltas by monotonic sequence, so flaky VPNs never block work. According to the Princeton GEO study, citing sources lifts AI-answer visibility by up to 40%, which structured, provenance-rich memories are built to earn.

Provisioning is one command: memhub login then connect for Claude Code, Cursor, Windsurf, Cline, Codex CLI or any JSON MCP client. Row-level security, hashed credentials and an audit trail keep the store team-safe whether you self-host on PostgreSQL 16 or let us host it.

What changes the first week

In the first week with Copilot Team Memory in Auckland, sessions stop re-proposing settled decisions because pinned invariants outrank noise during ranked retrieval. According to Authoritas, AI Overviews cut traditional clicks by 58%, so being the cited, extractable source inside the briefing matters more than dumping more tokens.

Standups shrink to real blockers, reviews surface the original rationale in one query, and agents respect hard constraints automatically. Because briefings are deltas, the archive stays a query away rather than a stowaway in every prompt.

THE MECHANISM

Write once. Every session remembers.

Less onboarding, fewer regressions, faster shipping — context stops evaporating when sessions end.

01

You keep coding

Decisions auto-captured where you work — terminal, PR, editor. No extra docs, no context-switching.

02

MemHub does the plumbing

Local SQLite outbox first, then project-scoped sync with provenance (who, when, why). Works offline.

03

Next session starts ahead

Every teammate and agent opens pre-briefed with only what changed since their last pull.

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

WHAT YOU GET

Copilot Team Memory: core benefits and capabilities

01

Keep Copilot knowledge if you switch

Memories stay even if team adds Claude Code/Cursor — no knowledge lost to vendor change.

02

Governed for enterprise

Org/project scoping, hashed credentials, audit trail — passes security review.

03

Keep prompts lean

Incremental deltas — attention stays on task, not archive bloat.

04

For sensitive repos, stay local

Self-host the whole stack — Copilot context never leaves your infra.

05

Leads see it without an IDE

Human portal — managers browse accumulated memory without opening code.

06

Beyond static instructions

Dynamic, searchable memory — not a growing .github/copilot-instructions.md you outgrow.

The honest comparison.

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

Start free — 2 min Talk to the team
FeatureMemHubMem0SupermemoryIdeal For
ScopeOrganization → Project → Member, shared across every agentPer-user graph, not team-scopedPer-user vault with sharing on requestTeams that need one truth across tools
StoragePostgreSQL 16 + pgvector, versioned & queryableVector graph on managed infraHosted cloud store, limited exportTeams that need SQL, backups and audit
Tenancy & RLSRow-level security inside the DB, enforced per projectApplication-level isolationWorkspace isolation, no RLSGDPR / SOC-2 reviews
Self-hostDocker/Easypanel recipe included, same MCP + RESTOpen-source self-host possible, different opsCloud-onlyData-residency and on-prem requirements
Offline & syncLocal SQLite outbox, incremental deltas by sequenceOnline-first syncOnline-first, no local outboxFlaky networks, planes and VPN gaps
Pricing modelCommunity free (1 project) · Team $29 · self-host unlimitedFree tier + usage billingFree tier + pay-per-seatTrying without procurement

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.

Start free — 2 min Talk to the team
memhub-cli · preview
Simulate CLI
$memhub save --type decision "Usar bloqueos consultivos en Postgres" -m "Evita colisiones concurrentes en el outbox"
stdout · [mem_save]12ms
[detect] Contexto resuelto: acme/payments-api
[sqlite] Guardando en outbox local (~/.memhub/outbox.db)...
✓ tipo: decision
✓ título: "Usar bloqueos consultivos en Postgres"
✓ autor: nelson@simplex.lat · git:main (5fc80ea)
[cloud] Sincronizado con MemHub Cloud (org: acme-team)
✓ Registrado con ID: mem_849201_dec
SQLite Outbox + Cloud SyncMCP v1.0

Questions, answered straight.

How is this better than .github/copilot-instructions.md?

Instruction files are static, per-repo, and size-limited. MemHub is cross-repo, versioned, team-shared, and machine-queried — designed for exactly what those files outgrow. Because writes land locally first and sync as incremental deltas, teams stay productive offline and distributed squads remain aligned without re-explaining decisions every session.

Does GitHub Copilot support MCP servers?

Copilot’s agent mode increasingly interoperates with MCP tooling; where direct MCP isn’t available yet, teams use MemHub’s REST search and sync APIs or pair it with a companion CLI agent. Because writes land locally first and sync as incremental deltas, teams stay productive offline and distributed squads remain aligned without re-explaining decisions every session.

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. Because writes land locally first and sync as incremental deltas, teams stay productive offline and distributed squads remain aligned without re-explaining decisions every session.

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. Because writes land locally first and sync as incremental deltas, teams stay productive offline and distributed squads remain aligned without re-explaining decisions every session.

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. Because writes land locally first and sync as incremental deltas, teams stay productive offline and distributed squads remain aligned without re-explaining decisions every session.

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EXPLORE OTHER USE CASES

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Cursor Memory

Carry Cursor context across sessions, machines, and teammates.

Codex CLI Memory

Persistent context for Codex CLI — personal today, shared tomorrow.

Cross-Agent Memory

One memory behind Claude Code, Cursor, Codex CLI, and Antigravity.

Developer Knowledge Base

A living knowledge base that writes itself while your team codes.

Self-Hosted AI Memory

Run the entire memory stack on your own PostgreSQL — nothing leaves.

Coding Agent Context

Context engineering for coding agents — brief, don’t dump.

Engineering Decision Log

An ADR habit your team will actually keep — logged by the agents doing the work.

Agent Memory Database

A real database behind agent memory — PostgreSQL, pgvector, row-level security.

Windsurf Memory

Persistent Windsurf context shared with every other agent on the team.

Cline Memory

Give Cline a memory that survives tasks, machines, and teammates.

Antigravity & Gemini Memory

Persistent context for Google Antigravity, Gemini CLI, and the agents around them.

THE NEXT SESSION STARTS HERE — 2 MIN SETUP

Stop rebuilding context.
Start shipping faster.

Create workspace — free