engram
Active·★ 162·Apache-2.0·Updated 2026-10-21
Engram is a local identity layer for AI tools that stores your profile, preferences, lessons learned, and key decisions as local JSON files. It exposes them through MCP so every AI tool reads the same context, persisting across sessions, tool updates, and switches. 100% local and open source.
#ai-agent#ai-identity#ai-memory#ai-tools#anthropic#claude-code#claude-desktop#codex
01
Features
01Cross-tool identity sharing
02Local-first, private data
03MCP-compatible
04Knowledge inheritance across projects
05Passive knowledge capture
02
Compatibility
Claude Code
MCP stdio
Verified via docs
Codex
MCP stdio
Verified via docs
Cursor
MCP stdio
Verified via docs
Claude Desktop
MCP stdio
Verified via docs
OpenClaw
Import/export
Verified via docs
ChatGPT / Gemini / Kimi
Markdown fallback
Verified via docs
03
Quick start
1
$ pip install piia-engram
04
Use cases
↳Developers: Maintain quality standards, architecture decisions, and lessons across projects.
↳Investment analysts: Store reasoning chains for decisions across analyses.
↳System architects: Keep Architecture Decision Records that persist across companies.
05
Alternatives
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AI identity layer for Claude Code, Codex and Cursor — stores who you are, not just what you did. Local-first, MCP-compatible.
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Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
ChatCrystal★ 61
Crystallize knowledge from AI conversations. Import from Claude Code / Cursor / Codex CLI, summarize with LLM, search by semantics.
Genexus18MCP★ 38
GeneXus 18 MCP server for Claude, Cursor, and AI agents — read, edit, analyze KB objects (transactions, web panels, procedures, SDTs) over the Model Context Protocol.
memex-mvp★ 13
Local-first MCP memory server. Indexes Claude Code/Cowork/Telegram chats; any MCP-compatible AI agent (Cursor, Cline, Continue) can search them.
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