AgentIndex icon
AgentIndex
DeepSleep-beta logo
DeepSleep-beta
★ 36
vs
context-mode logo
context-mode
★ 31.8k

DeepSleep-beta vs context-mode

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.; context-mode: Every tool call in an MCP (Model-Controller-Program) environment dumps raw data into the context window, quickly consuming space and causing the agent to lose track of ongoing tasks. Context Mode is an MCP server that tackles this by sandboxing tool outputs to significantly reduce context usage, tracking session events in SQLite for continuity, and promoting 'think in code' to minimize data processing within the LLM.

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 →
context-mode logo
context-modeMemory & Context · ★ 31.8k
When to choose:
  • Your sessions fill up with tool output such as Playwright snapshots, GitHub issue lists or logs.
  • You want work state (edits, git operations, tasks, decisions) to survive context compaction without being dumped back into the window.
  • You use a hook-capable agent, where tool routing happens automatically.
When to skip:
  • You need an OSI open-source licence: it uses the Elastic License 2.0, which restricts uses such as offering it as a managed service.
  • Your sessions are short and rarely hit the context limit.
  • You do not want hooks changing how your agent's tools behave.
Read context-mode full review →
02

Side-by-Side Comparison

Field
DeepSleep-beta logoDeepSleep-beta
context-mode logocontext-mode
Category
Memory & Context
Memory & Context
Stars
★ 36
★ 31.8k
License
MIT
Elastic License 2.0
Install Command
pip install deepsleep-ai && ds init && ds dream
npm install -g context-mode
Updated
5mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, cli, coding-assistant
antigravity, claude, claude-code
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
context-mode logocontext-mode
01Context Saving: Sandbox tools keep raw data out of the context window, achieving up to 98% reduction.
02Session Continuity: Tracks every file edit, git operation, task, and user decision in SQLite for seamless session resume.
03Think in Code: Promotes LLMs to program analysis, not compute it, saving 100x context by logging only results.
04Batch Execution & Search: Run multiple commands/queries in one call with tools like `ctx_batch_execute`.
05Advanced Knowledge Base: Uses SQLite FTS5 with BM25 ranking, smart snippets, and TTL cache for efficient information 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
context-mode logocontext-mode
↳Deep repository research and analysis (e.g., architecture, contributors, issues)
↳Analyze Git history to identify top contributors, commit frequency, and most changed files
↳Efficiently process large JSON APIs, web pages, or logs without flooding the context window
05

Best For

DeepSleep-beta logoDeepSleep-beta
—
context-mode logocontext-mode
Most PopularTrending
FAQ

FAQ

What is the difference between DeepSleep-beta and context-mode?
Both DeepSleep-beta and context-mode are in the Memory & Context category. DeepSleep-beta has 36 stars, while context-mode has 31.8k stars.
Which is better, DeepSleep-beta or context-mode?
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 context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is DeepSleep-beta free or open source?
Yes, DeepSleep-beta is open source on GitHub (MIT).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
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