AI Agent Memory in · shared project memory — local-first · offline-ready

AI Agent Memory in Bogotá

Stop losing hours re-teaching AI agents your codebase. MemHub turns every decision and fix into persistent AI agent memory briefed in 2 minutes — free for one project, no external API, works offline.

Sprints end, context evaporates, bugs return. MemHub keeps what mattered — why that abstraction exists, which retry won — searchable and auto-briefed to the next session.

Start free — get briefed in 2 min

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

acme/ai-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 Bogotá engineering teams choose MemHub

In Bogotá, 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.

Because writes land locally first and synchronize later, flaky connections never block the work.

  • Bogotá: 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.
  • Local-first writes keep sessions productive through outages and travel.
  • 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

AI Agent Memory in Bogotá, without the trade-offs.

01

One proxy, every agent

Single stdio proxy for any MCP client — Claude Code, Cursor, Codex, Windsurf. No workflow change.

02

Find it in seconds

Full-text search today, optional semantic via Ollama/pgvector tomorrow. No external API required to start.

03

New session, same context

Stop re-explaining decisions. Memories survive restarts and device switches via local outbox + cloud sync — next session starts briefed.

04

Only your project sees it

Org/project boundaries enforced at the API layer. Agents read only what they are authorized to — contractors see one repo, not all.

05

Works offline, syncs later

Entries commit locally first. On a plane or flaky VPN, you keep working; sync happens when you are back.

06

Trust what you read

Every memory carries author, source file/PR, and version history — verify before an agent acts on it. No folklore.

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.

What is AI agent memory?

It is a persistent store of decisions, constraints, fixes, and preferences that AI coding agents read at the start of every session instead of rediscovering — or hallucinating — them from scratch.

How is it different from a rules file like CLAUDE.md?

Rules files hold short-lived instructions inside one repo and one tool. A memory layer holds versioned, searchable, team-wide knowledge that travels across repositories, tools, and months of history.

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.
Start shipping faster.

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