Standardize on idempotent write endpoints
Source: architecture.md
Developer Knowledge Base in · shared project memory
Documentation that agents read is documentation worth writing. Because MemHub’s knowledge base feeds Claude Code, Cursor, and Codex directly, keeping it current has immediate, visible payoff in suggestion quality.
Wikis rot because documenting is a separate job. MemHub’s knowledge base accumulates as a side effect of doing the work — agents and developers commit decisions where they happen, and retrieval happens where they’re needed.
Free Community tier. Self-hosted or hosted. No external embedding API required.
context/main
memories 41
pinned 6
contributors 9
BRIEFING FOR NEW SESSION
Source: architecture.md
Source: pull request #214
Source: auth/session.ts
LOCAL FIT
In British Columbia, software teams ship faster when their tools share one memory instead of three silos. Distributed squads stay aligned because every session opens with the same briefing.
Teams operating under PIPA can point at a concrete architecture instead of promises.
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
Authorship and source links make every claim checkable — no mystery folklore.
Managers and staff engineers browse the same corpus from the web dashboard without touching a terminal.
Self-host the stack and your knowledge base lives entirely on infrastructure you control.
Entries come from the tools engineers already use — terminals, editors, PR reviews — not a separate CMS.
Decisions, patterns, bugfixes, and references are stored as distinct record types, not free-form pages.
Full-text and optional semantic search find the right precedent in seconds.
No feature-matrix gymnastics — just what changes the week you adopt MemHub.
| Status quo | With MemHub |
|---|---|
| Context lives in heads and DMs | Memory is structured, shared, and searchable |
| Every agent re-learns the repo | Sessions open pre-briefed with only what changed |
| Rules files cap out at ~2k tokens | Unbounded versioned history stays one query away |
One command injects configuration for Claude Code, Cursor, Codex CLI, Google Antigravity, Windsurf, Cline, or any JSON MCP client.
$ 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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AI Agent Memory
Give every AI coding agent a persistent, team-wide memory.
MCP Memory Server
A hosted MCP memory server your whole team connects to in one command.
Claude Code Memory
Claude Code memory that survives sessions and reaches the whole team.
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.
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.
Copilot Team Memory
What Copilot’s custom instructions can’t hold, MemHub remembers.
Antigravity & Gemini Memory
Persistent context for Google Antigravity, Gemini CLI, and the agents around them.
THE NEXT SESSION STARTS HERE