AgentIndex icon
AgentIndex
DeepSleep-beta logo
DeepSleep-beta
★ 36
vs
totem logo
totem
★ 17

DeepSleep-beta vs totem

DeepSleep-beta: DeepSleep is a local-first AI coding memory that watches your files while you work, generates summaries when idle, and answers 'what was I working on?' instantly. It works with Ollama, VS Code, Cursor, Windsurf, Claude Desktop, and MCP, with cross-project search via Neural Link. Completely free, no cloud, no API key.; totem: Totem is a set of CLI tools that provides persistent memory and enforcement layer for AI agents. It uses deterministic hooks to remember lessons the AI forgets, catching architectural mistakes before they become permanent. Totem runs entirely offline and completes linting in under 2 seconds.

01

TL;DR

DeepSleep-beta logo
DeepSleep-betaMemory & Context · ★ 36

Instantly resume work context after a break without re-explaining to AI

Read DeepSleep-beta full review →
totem logo
totemMemory & Context · ★ 17

Prevent AI agents from repeating architectural mistakes

Read totem full review →
02

Side-by-Side Comparison

Field
DeepSleep-beta logoDeepSleep-beta
totem logototem
Category
Memory & Context
Memory & Context
Stars
★ 36
★ 17
License
MIT
Apache-2.0
Install Command
pip install deepsleep-ai && ds init && ds dream
pnpm dlx @mmnto/cli init
Updated
5mo ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, cli, coding-assistant
ai-agents, ast-grep, cli
03

Features

DeepSleep-beta logoDeepSleep-beta
01Local-first memory: all data stays on your machine
02Idle-time dreaming: auto-generates session summaries when inactive
03Neural Link cross-project search across entire machine
04MCP server integration for Cursor, Claude Desktop, Windsurf
05VS Code Extension with Memory Sidebar
totem logototem
01Offline linting in under 2 seconds
02Convert plain-English lessons into enforceable rules
03Git hooks for pre-push enforcement
04Cross-repo semantic memory via local knowledge base
05MCP server for agent context retrieval
04

Use Cases

DeepSleep-beta logoDeepSleep-beta
↳Instantly resume work context after a break without re-explaining to AI
↳Search across all projects for a solved bug or code pattern
↳Let AI remember your project goals and decisions across sessions
totem logototem
↳Prevent AI agents from repeating architectural mistakes
↳Enforce project-specific coding conventions and lessons
↳Provide persistent context to AI agents across sessions
FAQ

FAQ

What is the difference between DeepSleep-beta and totem?
Both DeepSleep-beta and totem are in the Memory & Context category. DeepSleep-beta has 36 stars, while totem has 17 stars.
Which is better, DeepSleep-beta or totem?
The best choice depends on your use case. Choose DeepSleep-beta if Instantly resume work context after a break without re-explaining to AI, and totem if Prevent AI agents from repeating architectural mistakes.
Is DeepSleep-beta free or open source?
Yes, DeepSleep-beta is open source on GitHub (MIT).
Is totem free or open source?
Yes, totem is open source on GitHub (Apache-2.0).
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Related

Alternatives to DeepSleep-beta →Alternatives to totem →DeepSleep-beta details →totem details →