Mem.ai and Corivo get compared because they both touch "AI memory." They're really different products. Mem.ai is an AI-native notes app. Corivo is a local agent that executes commands across your work. They solve different problems.
TL;DR
- Mem.ai (Mem 2.0, launched early 2026) is an AI-native notes app. It auto-tags your notes, runs semantic search over them, and ships agentic chat that can create, edit, and organize notes for you.
- Corivo is not a notes app. It's a Mac-native agent that watches the work you're already doing across other tools and your active screen, connects to Notion, Slack, Gmail, Google Calendar, GitHub, Linear, Google Docs, Sentry, Intercom, Mem, Feishu, and more, and executes on your commands — locally.
If your problem is "I can't find the note I wrote two months ago," Mem.ai is the right tool. If your problem is "I want an AI agent that already knows my project context and can do the work," Corivo is.
What Mem.ai does today
Mem.ai matured significantly in 2026:
- Smart Tags — automatic, AI-generated tagging based on content and context.
- Semantic search that understands intent ("revenue forecasting" finds notes that say "projected income").
- Agentic Chat — Mem.ai's chat doesn't just answer; it can create, edit, and organize notes for you.
- Capture flows: web clipper, quick note, email-in. Outbound integration via Zapier.
Mem.ai is a destination app for notes. You go to Mem.ai to capture, and you go to Mem.ai to find.
What Corivo does
Corivo is a Mac app that runs in the background and is its own AI agent. It is not where you write notes; it's the agent that operates on the rest of your work:
- Native screen context. Reads your active screen via macOS accessibility APIs, with no screenshots or pixel capture. Frames live locally in SQLite, recalled via hybrid search.
- First-party integrations, live now. Notion, Slack, Gmail, Google Calendar, GitHub, Linear, Google Docs, Sentry, Intercom, Mem, Feishu, and more — connected via one-click OAuth from Settings.
corivo-agentis a local sidecar that executes commands. "Reply to Marc," "write my weekly summary," "prep me for the 3PM" — the agent draws on the screen + connector context and does the thing without you switching tools.- Quick Ask is a hotkey overlay — always-on-top, transparent, visible on every workspace — your way into the agent from anywhere on your Mac.
- Local-first storage. Your context stays on your machine. Never used to train models.
If Mem.ai is your second brain for notes, Corivo is the agent that operates on the rest of your work.
Side by side
| Mem.ai (Mem 2.0) | Corivo | |
|---|---|---|
| Core surface | AI-native notes app | Local agent that executes commands |
| What it captures | Notes you (or Mem.ai) write down | Your active screen + your connected tools |
| Where you interact with it | Inside Mem.ai | In your normal workflow, via Quick Ask hotkey or agent commands |
| Reads your active screen | No | Yes — macOS accessibility APIs, no screenshots |
| Built-in integrations | Capture-side (clipper, email-in); outbound via Zapier | Notion, Slack, Gmail, Google Calendar, GitHub, Linear, Google Docs, Sentry, Intercom, Mem, Feishu, and more — one-click OAuth |
| Acts on commands | Yes — for your notes | Yes — across your work, via the local agent |
| Used to train models | Per Mem.ai's policy | Never |
| Where data lives | Cloud-first | Local-first, on your Mac |
When to use which
Use Mem.ai if your real problem is "I keep losing my own notes" or "I want a single AI-native notes home." It's a strong notes app.
Use Corivo if your real problem is "I want an AI agent that already has my project context and can act on commands without me switching tools." Mem.ai doesn't solve that — its surface is your notes, not your work-as-a-whole.
Use both if you're a heavy note-taker AND want an agent over your broader work. Corivo's screen layer can see Mem.ai when it's the active window, so the agent has context about what you're capturing there alongside everything else.
Try Corivo
Corivo is available for macOS today. Download Corivo for Mac and run it alongside Mem.ai.