memorix
★ 857
vs
context-mode
★ 31.8k
memorix vs context-mode
memorix: Memorix is a cross-agent memory bridge that prevents AI assistants from losing context across sessions and different development environments. It offers persistent local memory, workspace synchronization, and auto-generated project skills to enhance developer productivity.; 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
memorixMemory & Context · ★ 857
Ensuring AI remembers past architectural decisions and conversations across sessions.
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.
02
Side-by-Side Comparison
Field
memorixcontext-modeCategory
Memory & Context
Memory & Context
Stars
★ 857
★ 31.8k
License
Apache-2.0
Elastic License 2.0
Install Command
npx -y memorix@latest serve
npm install -g context-mode
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
AI Memory, Context Management, Cross-Agent
antigravity, claude, claude-code
03
Features
memorix01Smart memory system with token-efficient progressive disclosure and hybrid search (BM25 + vector).
02Cross-agent workspace synchronization for configs, rules, skills, and workflows across multiple IDEs.
03Persistent knowledge graph with 9 observation types, compatible with MCP Official Memory Server.
04Interactive web-based Visual Dashboard with D3.js knowledge graph, observation browser, and retention panel.
05Auto-memory hooks for automatically capturing decisions, gotchas, and problem-solutions from coding sessions.
context-mode01Context 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
memorix↳Ensuring AI remembers past architectural decisions and conversations across sessions.
↳Facilitating seamless knowledge transfer and collaboration between different AI agents/IDEs.
↳Preventing recurring bugs and pitfalls by automatically injecting 'gotchas' into AI context.
↳Synchronizing AI assistant configurations, rules, and skills across various development environments.
↳Automatically generating project skills and documentation for faster onboarding of new team members or agents.
context-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
memorix—
context-modeMost PopularTrending
FAQ
FAQ
What is the difference between memorix and context-mode?
Both memorix and context-mode are in the Memory & Context category. memorix has 857 stars, while context-mode has 31.8k stars.
Which is better, memorix or context-mode?
The best choice depends on your use case. Choose memorix if Ensuring AI remembers past architectural decisions and conversations across sessions., and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is memorix free or open source?
Yes, memorix is open source on GitHub (Apache-2.0).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
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