AgentIndex icon
AgentIndex
DeepSleep-beta logo
DeepSleep-beta
★ 36
vs
remindb logo
remindb
★ 129

DeepSleep-beta vs remindb

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.; remindb: remindb stores agentic memory in a single SQLite file. It parses notes into a structured tree with temperature tracking, enables efficient retrieval via FTS5 search, and supports versioning and summarization. This reduces token costs compared to re-reading raw files every session.

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 →
remindb logo
remindbMemory & Context · ★ 129

Prevent coding agents from re-reading the same notes every session

Read remindb full review →
02

Side-by-Side Comparison

Field
DeepSleep-beta logoDeepSleep-beta
remindb logoremindb
Category
Memory & Context
Memory & Context
Stars
★ 36
★ 129
License
MIT
MIT
Install Command
pip install deepsleep-ai && ds init && ds dream
curl -fsSL https://raw.githubusercontent.com/radimsem/remindb/main/install.sh | bash
Updated
5mo ago
2mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, cli, coding-assistant
agent-memory, ai-agents, ast
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
remindb logoremindb
01Structured memory tree with typed nodes (heading, list, code, etc.)
02Temperature mechanism that tracks node usage and promotes hot content
03Automatic summarization of cold nodes via agent-driven compaction
04Git-style versioning with per-node diffs and snapshot cursors
05Full-text search (FTS5) with token budget control
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
remindb logoremindb
↳Prevent coding agents from re-reading the same notes every session
↳Maintain persistent, cross-session memory for MCP-capable agents
↳Share memory between different agents or devices via a portable .db file
FAQ

FAQ

What is the difference between DeepSleep-beta and remindb?
Both DeepSleep-beta and remindb are in the Memory & Context category. DeepSleep-beta has 36 stars, while remindb has 129 stars.
Which is better, DeepSleep-beta or remindb?
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 remindb if Prevent coding agents from re-reading the same notes every session.
Is DeepSleep-beta free or open source?
Yes, DeepSleep-beta is open source on GitHub (MIT).
Is remindb free or open source?
Yes, remindb is open source on GitHub (MIT).
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Related

Alternatives to DeepSleep-beta →Alternatives to remindb →DeepSleep-beta details →remindb details →