Item detail

Patdolitse/piia-engram

Piia Engram is a local-first memory and identity layer for Claude Code, Codex, Cursor, Windsurf, and other MCP-compatible coding tools, built around user-owned files you can inspect, edit, and carry across tools.

Score8.2
Popularity77.0
Riskconditional
TierGold
Score breakdown
Usefulness8.0
Novelty8.0
Momentum7.0
Maturity8.0
Open-source/build8.4
Evidence7.2
Workflow potential9.0
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

This is useful because a lot of agent memory is still hidden inside one vendor's product. A visible, editable layer that follows you across tools is a more credible way to keep preferences, lessons, and working context consistent.

Who should use it

power users juggling multiple coding agentsdevelopers who want inspectable memoryteams standardizing agent behaviorlocal-first workflow builders

Who should skip it

Skip if the source link, docs, or setup requirements do not match your workflow.

Risk explanation

This layer can centralize personal preferences, project context, and work history across multiple agents, so review the stored memory carefully before letting it aggregate sensitive material from several tools..

Evidence links

Closest alternatives / related signals

agent-memorymcplocal-firstcontextcoding-agents