Standardize on idempotent write endpoints
Source: architecture.md
Copilot Team Memory in · shared project memory — local-first · offline-ready
Stop outgrowing Copilot custom instructions. MemHub is dynamic, searchable Copilot team memory — versioned, cross-repo, queryable, beyond static 2k tokens.
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.
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 Delhi NCR, software teams ship faster when their tools share one memory instead of three silos. Mixed toolchains stop fragmenting knowledge across vendor-specific stores.
Every entry carries authorship and version history, which keeps both humans and auditors comfortable.
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
Org/project scoping, hashed credentials, audit trail — passes security review.
Incremental deltas — attention stays on task, not archive bloat.
Self-host the whole stack — Copilot context never leaves your infra.
Human portal — managers browse accumulated memory without opening code.
Dynamic, searchable memory — not a growing .github/copilot-instructions.md you outgrow.
Memories stay even if team adds Claude Code/Cursor — no knowledge lost to vendor change.
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
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.
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.
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.
MORE LOCATIONS
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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.
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