Standardize on idempotent write endpoints
Source: architecture.md
Developer Knowledge Base in · shared project memory — local-first · offline-ready
ADRs and runbooks die in Confluence. MemHub keeps engineering knowledge next to the workflow, versioned per project, searchable in natural language — and agents read it, so it stays fresh.
Onboard seniors in days, not weeks. MemHub hands newcomers real history — decisions with reasons, fixes with root causes — provenance included. Try with one project free.
Free for 1 project · No card · Self-host or we host · No external API
context/main
memories 41
pinned 6
contributors 9
BRIEFING FOR NEW SESSION
Source: architecture.md
Source: pull request #214
Source: auth/session.ts
WHY IT MATTERS HERE
In Manila, 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.
UNIVERSAL COMPATIBILITY
If it speaks MCP or reads a JSON config, MemHub plugs in. One command wires the majors; everything else joins as a generic client.
WHAT YOU GET
Decisions, patterns, bugfixes typed as records — not free-form blobs you’ll never find.
Full-text + optional semantic search — junior or senior, answer in one query.
Authorship and source links on every memory — no anonymous folklore, no trust-me docs.
Human web portal — leadership browses same corpus without opening a terminal.
Self-host on your PostgreSQL — exportable, ownable, lives on infra you control.
Knowledge captured where work happens — terminals, PRs, agents — not in a separate CMS you avoid.
No feature-matrix gymnastics — just what changes the week you adopt MemHub.
| Without MemHub | With MemHub |
|---|---|
| Context lives in heads and DMs → onboarding takes days | Structured, searchable memory → new dev/agent productive in minutes |
| Every agent re-learns the repo from scratch | Sessions open pre-briefed with only what changed — zero re-explaining |
| Rules files cap out at ~2k tokens | Unbounded versioned history stays one query away — never cap again |
| Decisions re-litigated, bugs re-introduced | Pinned invariants prevent regressions — agents respect past calls |
One command for Claude Code, Cursor, Codex, Windsurf, Cline or any MCP client. No new editor. Setup in 2 minutes, works offline.
$ npm install --global @simplexlat/memhub
$ memhub login
✓ project resolved · context ready · memory synchronized
Memories accept arbitrary source references, and the sync API accepts programmatic writes — most teams seed it from ADRs and postmortems with a small script.
It is the opposite: instead of asking engineers to write documents, it preserves the knowledge they already produce as they work, structured for both human and machine retrieval.
Nothing interrupts the work. Writes commit to the local SQLite outbox and synchronize automatically when the shared service is reachable again.
Yes — the local engine works fully offline, and the self-hosted stack keeps even the shared layer on your own PostgreSQL.
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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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
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Give Cline a memory that survives tasks, machines, and teammates.
Copilot Team Memory
What Copilot’s custom instructions can’t hold, MemHub remembers.
Antigravity & Gemini Memory
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THE NEXT SESSION STARTS HERE — 2 MIN SETUP