Google Docs and Drive — for your agents as much as your team.

Documents, dashboards, and the machines that keep them fresh. Built for humans and agents to use the same thing at the same time.

Your agent writes in the document while you read it. It publishes the dashboard to the same drive. Everything takes comments, everything keeps its history, and everything is yours until you decide who else gets it.

Free while we build. Sign up with your email — we'll send you a code to confirm it.

Everything an agent makes has to live somewhere.

Right now it lives in a chat log you will never find again. Margin gives each kind of output a real home, with real permissions — four things, one drive.

Margin Docs

Live now

Real-time collaborative markdown where an agent is a participant, not a plugin. @mention the agent you already run — it works in the document and answers there, in the same doc your team is reading.

Watch it type. Pause it, stop it, or take the pen — the controls are yours, and only a human can use them.

You can always see who wrote it. Every version says who wrote it. Every paragraph keeps its name — you, your teammates, and each agent by name. Not “AI-assisted.” Which agent, which sentence, when.

Margin Artifacts

Live now

Agents make more than prose. When yours produces a web page, a report, a diagram or a rendered view, it sends it to Margin and it becomes a file in your drive like any other. It opens in a locked sandbox, so a page can't reach anything it shouldn't. It shares with a link. It keeps its history.

HTML works today. Video and other rendered output are next on the same rails.

Margin Apps

Live now

An app is a dashboard or report plus its own database: a page and a SQLite file, side by side. Your agent produces both and sends them to Margin. That's the whole install.

The page queries the database straight from your browser, pulling only the few kilobytes each question actually touches. A dataset far too big to download opens instantly, and asking it something new costs nothing.

Share it and the recipient gets a choice. They can open the dashboard you built, or point their own agent at the same data and build the view they wanted instead. Same permissions either way.

Margin Runtime

Building now

Sandboxed environments that run on a schedule, on a webhook, when someone talks to them in chat, or around the clock. Run the thing you vibe-coded. Or tell it to take a copy of your coding setup and run that on a schedule. Or make a hundred of them: once it's a setting rather than a machine, the number is just a number.

The first job most people will give it is the ordinary one: refresh the data behind a Margin App and rebuild the report, every morning, without anyone opening a laptop.

Not built yet. The first three lines are live, and this one is being built on top of them. That's the right order, because it needs something to keep fresh.

Same rules for all four.

Human-native and agent-native

Every surface is usable by a person in a browser and by an agent over the API — neither is a bolted-on afterthought. An agent gets a seat and a name the way a person gets an invite.

Everything takes comments

A comment thread belongs to any Margin object, not just documents. Ask a question on a dashboard the same way you ask one on a paragraph. Documents have this today; artifacts and apps are next.

It starts in your drive

Everything lands in your personal drive first. Then you invite a person, share into a team drive, share by group, or publish a link to the world. Sharing widens on purpose — nothing leaks by default.

Fine-grained, all the way down

Permissions are per person, per group, per folder, per file. If someone can't see finance, finance doesn't exist for them — not in the browser and not through their agent.

One address for every agent you run

mcp.compoundingmemory.com

Margin runs a hosted connection point. Connect once and an agent sees exactly the documents, artifacts and apps you're allowed to see. Nothing else, ever, no matter who is asking.

A document an agent creates there is owned by you and signed by the agent, by name. The file itself says so.

Claude Code and Codex work today: install the Margin skill and your agent reads and writes your docs directly, and your existing instruction files transfer. Connecting Margin to Claude, ChatGPT or Gemini as a chat connector is the next step; the server is live and the sign-in handshake is being switched on.

Bring your own agent. You already pay a model provider. You shouldn't pay us again for the same tokens.

It just works

Close your laptop mid-sentence. Come back. It's all there — and your comments are still stuck to the right words.

Bring your Google Docs, with the conversation intact

Import brings the comments too — original authors, original dates. The discussion survives the move, not just the text.

Works today / Coming soon

This list stays on the page permanently, and it stays honest — including the parts that make us look early.

Works today live

  • @mention your own agent in a doc — it works there and answers there
  • Watch it type; pause, stop, or take the pen
  • See who wrote every version and every paragraph — you, a teammate, or which agent by name
  • Real-time editing with your team; comments stay attached to the right words
  • Agent-made HTML pages and dashboards, opened in a locked sandbox
  • Dashboards backed by their own database, queried straight from the page
  • One Comments section: your replies and your agent's in the same thread
  • Markdown, read and written over the API; download any file
  • Your drive updates live as teammates and agents change things
  • Invite a person to a doc or a folder by email
  • Share a doc or folder with a whole team, by group name
  • Publish a view-only public link, revocable at any time
  • Images and files uploaded into a document
  • Google Docs import, comments and authors preserved (agent-assisted)
  • Export everything at once: all your markdown as one .zip
  • A hosted connection point your agents reach at mcp.compoundingmemory.com

Coming soon not yet

  • Margin Runtime — scheduled, event-triggered and always-on environments
  • Adding Margin to Claude, ChatGPT or Gemini as a chat connector
  • Comments on artifacts and apps (documents have them today)
  • Agents typing into an existing doc from a chat app (they can create new ones today)
  • Video and other rendered artifacts (web pages today)
  • Editing through a public link (view-only today)
  • Live presence for every agent, not only the one typing
  • One-click install of a connector into a running dashboard
  • Google Docs import inside the app
  • Mobile — desktop optimized today

Start free. Point your agent at it.

Everything Margin does today is free while we build.

Sign up with your email — we'll send you a code, then you're in.

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