AgentIndex icon
AgentIndex
memex logo
memex
★ 144
vs
deep-research logo
deep-research
★ 4.7k

memex vs deep-research

memex: memex provides persistent memory for AI coding agents using atomic knowledge cards with bidirectional links. It stores insights from each session and recalls relevant cards before starting new tasks, enabling agents to build on previous knowledge. No vector database or embeddings needed—just markdown files.; deep-research: Deep Research is an AI-powered tool designed to generate comprehensive research reports rapidly, leveraging advanced AI models and internet connectivity. It prioritizes user privacy by processing and storing all data locally.

01

TL;DR

memex logo
memexRAG / Knowledge Base · ★ 144

AI coding agents maintaining context across sessions

Read memex full review →
deep-research logo
deep-researchRAG / Knowledge Base · ★ 4.7k

Rapidly generate in-depth research reports for personal and professional use.

Read deep-research full review →
02

Side-by-Side Comparison

Field
memex logomemex
deep-research logodeep-research
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 144
★ 4.7k
License
MIT
MIT
Install Command
git clone https://github.com/iamtouchskyer/memex.git
docker run -d --name deep-research -p 3333:3000 xiangfa/deep-research
Updated
1mo ago
4mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, ai-agent, ai-coding
AI Research, LLM, Privacy-focused
03

Features

memex logomemex
01Persistent cross-session memory for AI agents
02Atomic knowledge cards with bidirectional links
03Cross-platform sharing across editors
04No vector database or embeddings required
05Visual timeline and graph view UI
deep-research logodeep-research
01Rapidly generates comprehensive research reports in minutes.
02Ensures privacy by processing and storing all data locally in the browser.
03Supports a wide range of mainstream large language models (LLMs).
04Integrates with various web search engines for enhanced information gathering.
05Allows uploading and processing local files to build a knowledge base.
04

Use Cases

memex logomemex
↳AI coding agents maintaining context across sessions
↳Developers browsing and managing agent memory
↳Cross-platform knowledge sharing among different AI coding tools
deep-research logodeep-research
↳Rapidly generate in-depth research reports for personal and professional use.
↳Serve as a deep research as a service (SaaS) platform via SSE API.
↳Integrate deep research functionality into other AI applications using MCP.
FAQ

FAQ

What is the difference between memex and deep-research?
Both memex and deep-research are in the RAG / Knowledge Base category. memex has 144 stars, while deep-research has 4.7k stars.
Which is better, memex or deep-research?
The best choice depends on your use case. Choose memex if AI coding agents maintaining context across sessions, and deep-research if Rapidly generate in-depth research reports for personal and professional use..
Is memex free or open source?
Yes, memex is open source on GitHub (MIT).
Is deep-research free or open source?
Yes, deep-research is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to memex →Alternatives to deep-research →memex details →deep-research details →