AgentIndex icon
AgentIndex
memorix logo
memorix
★ 857
vs
neurostack logo
neurostack
★ 47

memorix vs neurostack

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.; neurostack: NeuroStack is a self-hosted MCP server and CLI that indexes Markdown vaults by meaning, providing AI agents with persistent memory across sessions. It detects stale notes, supports semantic and keyword search, and uses tiered retrieval to minimize token usage. Fully local, it never modifies your files.

01

TL;DR

memorix logo
memorixMemory & Context · ★ 857

Ensuring AI remembers past architectural decisions and conversations across sessions.

Read memorix full review →
neurostack logo
neurostackMemory & Context · ★ 47

Give Claude Code or other AI assistants persistent memory across sessions

Read neurostack full review →
02

Side-by-Side Comparison

Field
memorix logomemorix
neurostack logoneurostack
Category
Memory & Context
Memory & Context
Stars
★ 857
★ 47
License
Apache-2.0
Apache-2.0
Install Command
npx -y memorix@latest serve
npm install -g neurostack && neurostack install && neurostack init
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Memory, Context Management, Cross-Agent
ai-memory, knowledge-graph, local-ai
03

Features

memorix logomemorix
01Smart 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.
neurostack logoneurostack
01Hybrid semantic + keyword search across your Markdown vault
02Stale note detection to prevent AI from citing outdated information
03Agent write-back memory that persists across sessions
04Token-efficient tiered retrieval (triples → summaries → full content)
05Fully local, never modifies vault files
04

Use Cases

memorix logomemorix
↳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.
neurostack logoneurostack
↳Give Claude Code or other AI assistants persistent memory across sessions
↳Search your personal knowledge base by meaning, not just keywords
↳Extract decisions, bugs, and learnings from session transcripts automatically
FAQ

FAQ

What is the difference between memorix and neurostack?
Both memorix and neurostack are in the Memory & Context category. memorix has 857 stars, while neurostack has 47 stars.
Which is better, memorix or neurostack?
The best choice depends on your use case. Choose memorix if Ensuring AI remembers past architectural decisions and conversations across sessions., and neurostack if Give Claude Code or other AI assistants persistent memory across sessions.
Is memorix free or open source?
Yes, memorix is open source on GitHub (Apache-2.0).
Is neurostack free or open source?
Yes, neurostack is open source on GitHub (Apache-2.0).
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