AgentIndex icon
AgentIndex
context-mode logo
context-mode
★ 31.8k
vs
overmind logo
overmind
★ 86

context-mode vs overmind

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.; overmind: Overmind is the first open-source event-driven AI agent cognitive architecture that serves as an external brain for Claude Code. It provides permanent memory, multi-window fleet collaboration, and pre-answer self-checking to eliminate hallucinations and rework.

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 →
overmind logo
overmindMemory & Context · ★ 86

Avoid re-introducing projects across sessions

Read overmind full review →
02

Side-by-Side Comparison

Field
context-mode logocontext-mode
overmind logoovermind
Category
Memory & Context
Memory & Context
Stars
★ 31.8k
★ 86
License
Elastic License 2.0
MIT
Install Command
npm install -g context-mode
git clone https://github.com/xuanlinAI/overmind.git && cd overmind && node install.js
Updated
1d ago
4mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
antigravity, claude, claude-code
ai-agent, ai-memory, codex
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.
overmind logoovermind
01Event-driven 6-channel architecture
02Cross-session permanent memory
03Multi-agent fleet real-time collaboration
04Pre-answer self-check for hallucination prevention
05Knowledge graph with 5000+ nodes and 10 relation types
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
overmind logoovermind
↳Avoid re-introducing projects across sessions
↳Run multiple Claude Code windows without conflicts
↳Catch hallucinated code before it reaches you
05

Best For

context-mode logocontext-mode
Most PopularTrending
overmind logoovermind
—
FAQ

FAQ

What is the difference between context-mode and overmind?
Both context-mode and overmind are in the Memory & Context category. context-mode has 31.8k stars, while overmind has 86 stars.
Which is better, context-mode or overmind?
The best choice depends on your use case. Choose context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues), and overmind if Avoid re-introducing projects across sessions.
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
Is overmind free or open source?
Yes, overmind is open source on GitHub (MIT).
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Related

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