👋Welcome to Memex

You know your field. You see the gaps. You know exactly what tool, dashboard, or workflow would solve the problem.

The only thing standing between you and building it? You don't write code.

When Expertise Meets Execution

Memex is agentic coding for builders who don't code. It's the missing leverage between knowing what needs to exist and making it real.

You bring the domain expertise—the deep understanding of the problem, the requirements, what actually matters. Memex brings the execution—writing code, running it, debugging it, and delivering working software.

Whether you're a researcher building analysis tools, a product manager prototyping features, or an operator automating workflows, Memex turns your expertise into working solutions.

No coding required. Just the leverage you've been missing.

Built for Working with Data

Memex Web is designed to be the fastest way to turn data into insights and tools—whether you're exploring a CSV, querying a warehouse, or building a full dashboard.

Understanding data, writing queries, building pipelines, creating interactive reports—if your work involves data, Memex Web gives you the leverage to go from question to working solution in minutes, not weeks.

Start Building in Seconds

Memex Web (Recommended) Get started instantly in your browser—no downloads, no setup.

• Build and preview data apps (Streamlit + Python)

• One-click publish to share your work

• Upload data files or connect to external data sources

• Works from any device, including mobile

→ Start building in Memex Web | Learn more about Memex Web

Memex Desktop For full-stack flexibility and local development.

• Any programming language, any tech stack

• Direct access to your local file system

• Deploy to any platform

• Download for macOS, Windows, Linux

New to Memex? Start with Web. You can always sync projects to Desktop later.

How Memex Works

Think of Memex as an experienced developer who works alongside you:

Plan Mode acts like a technical product manager, helping you scope requirements and create structured development plans.

Build Mode acts like a hands-on developer, writing code, managing files, running applications, and debugging issues.

You describe what you want in plain language. Memex asks clarifying questions, makes architectural decisions, handles technical complexity, and delivers working software.

→ Learn more: The Basics | Plan & Build Modes

What You Can Build with Memex

Memex Web is optimized for data apps:

• Internal dashboards and KPI explorers

• Interactive reports and client-facing portals

• Data validation and transformation tools

• Upload → process → export workflows

• Prototypes for data-heavy products

Memex Desktop supports the full spectrum:

• Full-stack web applications (React, Next.js, Django, Rails, etc.)

• Mobile apps and desktop applications

• APIs and backend services

• Data analysis pipelines

• Automation scripts and workflows

• AI/ML projects

→ See examples: Use Case Examples

What's New

Memex Web is now live - The fastest way to build data apps, directly in your browser.

Recent capabilities:

• Connectors: Secure connections to databases, warehouses, and data sources

• Plan Mode: AI-powered project planning and requirements gathering

• Teams: Collaborate on projects with your team

• MCP Support: Extend Memex with custom tools and integrations

→ See all updates on our blog

Quick Navigation

New to Memex? Start with The Basics to learn the fundamentals.

Building your first project? Check out Building with Memex Web 101.

Need best practices? Read our Best Practices Guide.

Stuck on something? Visit our Troubleshooting Guide.

Join the community: Discord