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Introducing MemoryAgent

MemoryAgent

Your Mac's on-device, screen-aware intelligence.

A private, deterministic memory layer for macOS. Grows quickly to understand your work, reconstructs your context, and helps you pick up exactly where you left off.

Built for macOS 26+ Requires Apple Intelligence enabled
MemoryAgent Timeline

Edited SwiftUI View

ContentView.swift in Xcode

2m ago

Researched API docs

developer.apple.com

15m ago

Slack conversation

Discussed architecture with team

1h ago

Intelligence that understands your workflow

Three pillars that make MemoryAgent a powerful personal AI memory system for macOS.

On-Device Intelligence

Built with Apple’s on-device Foundation Models (SystemLanguageModel), guided generation, and tool calling. Available only on devices that support Apple Intelligence and have it enabled—when enabled, all processing happens locally on your Mac, and your data never leaves your device.

Deterministic Reasoning Engine

Our proprietary concept graph enables Verification-first safe, predictable behavior through structured action planning. This enables actions to be grounded in checks, evidence, and traceable reasoning you can trust.

Screen-Aware Memory

Recognizes apps, code editors, documents, browser pages, and more. Builds a comprehensive timeline of your work, understanding context and connections across everything you do.

How MemoryAgent works

A seamless experience that observes, understands, connects, and assists.

1

It sees your screen

MemoryAgent privately observes your active windows, apps, and content using advanced vision APIs.

2
struct Context {
  app: "Xcode",
  file: "Model.swift"
}

It understands your work

Foundation Models extract structured signals and summaries from your activity to recognize the semantic content of your actions.

3

It connects your activity

The concept graph links related tasks, files, and conversations across time, building your personal knowledge graph.

4

You ask, it answers

Query your memory naturally. Get quick answers about what you worked on, when, and how it connects.

Built on cutting-edge technology

A sophisticated stack designed for privacy, performance, and intelligence.

On-Device Foundation Models

Apple's SystemLanguageModel with guided generation for structured, reliable outputs.

SystemLanguageModel

Deterministic Concept Graph

Structured reasoning with traceable decision paths and auditable execution.

Vision & UI Understanding

Advanced screen analysis that learns app interfaces, text, and visual content.

Long-Term Memory Timeline

Persistent, searchable history of your work with intelligent context retrieval.

9am 11am 2pm 4pm

Built for how you actually work

Whether you're coding, leading, or creating—MemoryAgent adapts to your workflow.

For Developers

Never lose context when switching between files, debugging sessions, or documentation.

  • Recall which files you edited for a feature
  • Find that Stack Overflow answer you saw last week
  • Track debugging sessions across time
  • Connect code changes to related discussions

For Teams & Founders

Keep track of decisions, conversations, and the evolution of your company's thinking.

  • Recall meeting discussions and decisions
  • Track how strategies evolved over time
  • Find email threads related to projects
  • Connect scattered conversations into coherent narratives

For Deep Work

Resume complex tasks instantly, even after days away from a project.

  • Pick up exactly where you left off
  • Reconstruct your mental model of complex projects
  • Surface relevant research when you need it
  • Build on past thinking without starting over

Private by design.
On-device by default.

Your data stays on your Mac

MemoryAgent is built from the ground up with privacy as a core principle. All screen analysis, memory storage, and AI processing happen locally on your device. We never see your data, and neither does anyone else.

100% on-device processing
No cloud uploads of screen data
On-device models by default, no cloud models
Encrypted local storage
No telemetry or analytics
You own your memory

What we're building next

An ambitious vision for the future of personal AI memory.

Agentic Tool Control

Let MemoryAgent take actions on your behalf—opening files, interacting between multiple apps, and automating workflows based on your intent.

Fine-tuning

Personalization

Train personalized adapters that learn your terminology, coding style, and domain-specific knowledge.

In Progress

Advanced Symbolic UI Learning

Deep understanding of app interfaces and user workflows for more intelligent context awareness.

In Progress

Cross-Device Encrypted Sync

Securely sync your memory across multiple Macs with end-to-end encryption. Your data, everywhere you work.

Planned

"MemoryAgent exists so computers can finally remember what we forget."

We believe on-device intelligence is the future of personal computing. Your computer should understand your work, remember your context, and help you think—without compromising your privacy.

MemoryAgent is the first step toward a world where your digital tools truly work for you.

Built in Massachusetts

Request a private demo

See MemoryAgent in action. We'll show you how it can transform your workflow.

Or email us directly at hello@memoryagent.dev