CODING AGENT CONTEXT · AVAILABLE NOW

Coding Agent Context for engineering teams

Stop dumping everything into the prompt. MemHub is context engineering that briefs, not dumps — ranked deltas, sequence cursors, tokens spent on signal not repetition. Ship faster.

N

Nelson · Founder, MemHub at Simplex.lat

Simplex.lat · Quito, Ecuador ·

Written and verified by Nelson at Simplex.lat (Quito, Ecuador) — sources checked August 2026.

Local-first · Offline readySincronización multiagenteSetup 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/coding-agent-context
synchronized

context/main

memorias 41

reglas fijadas 6

colaboradores 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

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

Coding Agent Context: specific benefits for your team

01

Brief, don’t dump

Delta delivery via monotonic sequences + per-device cursors — tokens buy signal, not repetition.

02

Only what matters enters

Topic keys + ranking surface the few memories relevant to this task — attention stays sharp.

03

Replay any moment

Immutable, ordered sync events — reconstruct any device’s context state exactly.

04

Respect the window

Compact briefings by design — archive stays a query away, never a stowaway.

05

See sync health instantly

mh status + doctor show pending events, sequences, connectivity at a glance.

06

One pipeline, any tool

Same context serves IDE agents, CLI agents, and CI bots — no per-tool plumbing.

The honest comparison.

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

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.

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.

Isn’t a bigger context window enough?

Larger windows raise cost and dilute attention. Curated, incremental memory consistently beats raw dumps — the agents act on fewer, more relevant facts. MemHub keeps that memory versioned, searchable and team-shared across Claude Code, Cursor, Windsurf and Codex CLI, with provenance so answers stay citeable inside both IDE briefings and AI Overviews.

How do I know agents are in sync?

Each device tracks its own cursor; the status command reports pending events and the last acknowledged sequence per machine. MemHub keeps that memory versioned, searchable and team-shared across Claude Code, Cursor, Windsurf and Codex CLI, with provenance so answers stay citeable inside both IDE briefings and AI Overviews.

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. MemHub keeps that memory versioned, searchable and team-shared across Claude Code, Cursor, Windsurf and Codex CLI, with provenance so answers stay citeable inside both IDE briefings and AI Overviews.

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. MemHub keeps that memory versioned, searchable and team-shared across Claude Code, Cursor, Windsurf and Codex CLI, with provenance so answers stay citeable inside both IDE briefings and AI Overviews.

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. MemHub keeps that memory versioned, searchable and team-shared across Claude Code, Cursor, Windsurf and Codex CLI, with provenance so answers stay citeable inside both IDE briefings and AI Overviews.

COUNTRIES · Regional Deployments

Coding Agent Context across United StatesCoding Agent Context across CanadaCoding Agent Context across United KingdomCoding Agent Context across IrelandCoding Agent Context across GermanyCoding Agent Context across FranceCoding Agent Context across SpainCoding Agent Context across PortugalCoding Agent Context across ItalyCoding Agent Context across NetherlandsCoding Agent Context across BelgiumCoding Agent Context across SwitzerlandCoding Agent Context across AustriaCoding Agent Context across SwedenCoding Agent Context across NorwayCoding Agent Context across DenmarkCoding Agent Context across FinlandCoding Agent Context across EstoniaCoding Agent Context across PolandCoding Agent Context across CzechiaCoding Agent Context across RomaniaCoding Agent Context across MexicoCoding Agent Context across BrazilCoding Agent Context across ArgentinaCoding Agent Context across ChileCoding Agent Context across ColombiaCoding Agent Context across PeruCoding Agent Context across UruguayCoding Agent Context across Costa RicaCoding Agent Context across EcuadorCoding Agent Context across PanamaCoding Agent Context across GuatemalaCoding Agent Context across El SalvadorCoding Agent Context across Dominican RepublicCoding Agent Context across ParaguayCoding Agent Context across AustraliaCoding Agent Context across New ZealandCoding Agent Context across JapanCoding Agent Context across South KoreaCoding Agent Context across SingaporeCoding Agent Context across IndiaCoding Agent Context across United Arab EmiratesCoding Agent Context across IsraelCoding Agent Context across South AfricaCoding Agent Context across NigeriaCoding Agent Context across KenyaCoding Agent Context across PhilippinesCoding Agent Context across VietnamCoding Agent Context across England

CITIES & TECH HUBS · Regional Deployments

Coding Agent Context in San FranciscoCoding Agent Context in New York CityCoding Agent Context in AustinCoding Agent Context in SeattleCoding Agent Context in BostonCoding Agent Context in ChicagoCoding Agent Context in DenverCoding Agent Context in Los AngelesCoding Agent Context in AtlantaCoding Agent Context in MiamiCoding Agent Context in DallasCoding Agent Context in San DiegoCoding Agent Context in PortlandCoding Agent Context in PhoenixCoding Agent Context in PhiladelphiaCoding Agent Context in NashvilleCoding Agent Context in MinneapolisCoding Agent Context in RaleighCoding Agent Context in Salt Lake CityCoding Agent Context in DetroitCoding Agent Context in TorontoCoding Agent Context in VancouverCoding Agent Context in MontrealCoding Agent Context in LondonCoding Agent Context in ManchesterCoding Agent Context in EdinburghCoding Agent Context in DublinCoding Agent Context in BerlinCoding Agent Context in MunichCoding Agent Context in HamburgCoding Agent Context in ZurichCoding Agent Context in GenevaCoding Agent Context in ViennaCoding Agent Context in ParisCoding Agent Context in LyonCoding Agent Context in AmsterdamCoding Agent Context in RotterdamCoding Agent Context in BrusselsCoding Agent Context in MadridCoding Agent Context in BarcelonaCoding Agent Context in ValenciaCoding Agent Context in MálagaCoding Agent Context in SevilleCoding Agent Context in BilbaoCoding Agent Context in ZaragozaCoding Agent Context in MurciaCoding Agent Context in Palma de MallorcaCoding Agent Context in Las Palmas de Gran CanariaCoding Agent Context in LisbonCoding Agent Context in PortoCoding Agent Context in MilanCoding Agent Context in RomeCoding Agent Context in StockholmCoding Agent Context in CopenhagenCoding Agent Context in OsloCoding Agent Context in HelsinkiCoding Agent Context in TallinnCoding Agent Context in WarsawCoding Agent Context in KrakówCoding Agent Context in PragueCoding Agent Context in BucharestCoding Agent Context in Mexico CityCoding Agent Context in GuadalajaraCoding Agent Context in MonterreyCoding Agent Context in QuerétaroCoding Agent Context in PueblaCoding Agent Context in TijuanaCoding Agent Context in MéridaCoding Agent Context in São PauloCoding Agent Context in Rio de JaneiroCoding Agent Context in Buenos AiresCoding Agent Context in CórdobaCoding Agent Context in RosarioCoding Agent Context in MendozaCoding Agent Context in SantiagoCoding Agent Context in ValparaísoCoding Agent Context in ConcepciónCoding Agent Context in BogotáCoding Agent Context in MedellínCoding Agent Context in CaliCoding Agent Context in BarranquillaCoding Agent Context in QuitoCoding Agent Context in GuayaquilCoding Agent Context in LimaCoding Agent Context in ArequipaCoding Agent Context in MontevideoCoding Agent Context in AsunciónCoding Agent Context in San JoséCoding Agent Context in Panama CityCoding Agent Context in Guatemala CityCoding Agent Context in San SalvadorCoding Agent Context in Santo DomingoCoding Agent Context in SydneyCoding Agent Context in MelbourneCoding Agent Context in BrisbaneCoding Agent Context in PerthCoding Agent Context in AucklandCoding Agent Context in TokyoCoding Agent Context in OsakaCoding Agent Context in SeoulCoding Agent Context in SingaporeCoding Agent Context in BengaluruCoding Agent Context in HyderabadCoding Agent Context in PuneCoding Agent Context in MumbaiCoding Agent Context in Delhi NCRCoding Agent Context in DubaiCoding Agent Context in Tel AvivCoding Agent Context in ManilaCoding Agent Context in Ho Chi Minh CityCoding Agent Context in Hong KongCoding Agent Context in TaipeiCoding Agent Context in Kuala LumpurCoding Agent Context in JakartaCoding Agent Context in BangkokCoding Agent Context in JohannesburgCoding Agent Context in Cape TownCoding Agent Context in LagosCoding Agent Context in Nairobi
Start free — 2 min1 project free · no card requiredGuided demo20 min · see your repo rememberedSelf-host it myselfDocker + pgvector · you own the data

THE NEXT SESSION STARTS HERE — 2 MIN SETUP

Stop rebuilding context.
Start shipping faster.

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