AgentIndex icon
AgentIndex
context-mode logo
context-mode
★ 31.8k
vs
daimon-memory logo
daimon-memory
★ 14

context-mode vs daimon-memory

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.; daimon-memory: Daimon-memory is a self-hostable memory backend for AI agents, storing typed records in PostgreSQL with Qdrant as a semantic index. It provides fast, cheap, and reproducible hybrid keyword + vector search recall without an LLM in the recall path.

01

TL;DR

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 →
daimon-memory logo
daimon-memoryMemory & Context · ★ 14

Providing persistent, shared memory for AI agents across different tools.

Read daimon-memory full review →
02

Side-by-Side Comparison

Field
context-mode logocontext-mode
daimon-memory logodaimon-memory
Category
Memory & Context
Memory & Context
Stars
★ 31.8k
★ 14
License
Elastic License 2.0
MIT
Install Command
npm install -g context-mode
git clone https://github.com/wakbijok/daimon-memory && cd daimon-memory && ./install.sh --yes
Updated
1d ago
2mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
antigravity, claude, claude-code
AI Agents, Memory, Persistence
03

Features

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.
daimon-memory logodaimon-memory
01Persistent and typed memory for AI agents
02Deterministic and LLM-free recall using hybrid keyword + vector search
03Self-hostable backend using PostgreSQL for canonical storage and Qdrant for semantic indexing
04Single-subject memory space shared across multiple AI tools
04

Use Cases

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
daimon-memory logodaimon-memory
↳Providing persistent, shared memory for AI agents across different tools.
↳Maintaining consistent personas and operating disciplines for AI agents.
↳Storing and retrieving AI agent decisions, lessons, incidents, and reminders.
↳Integrating memory capabilities with existing AI agent platforms like Claude Code, Codex, and Hermes.
05

Best For

context-mode logocontext-mode
Most PopularTrending
daimon-memory logodaimon-memory
—
FAQ

FAQ

What is the difference between context-mode and daimon-memory?
Both context-mode and daimon-memory are in the Memory & Context category. context-mode has 31.8k stars, while daimon-memory has 14 stars.
Which is better, context-mode or daimon-memory?
The best choice depends on your use case. Choose context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues), and daimon-memory if Providing persistent, shared memory for AI agents across different tools..
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
Is daimon-memory free or open source?
Yes, daimon-memory is open source on GitHub (MIT).
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