Claude Computer Use Review: Hands-On Testing (2026)
I deleted all my folders. Abandoned my tags. Stopped linking notes. For six months, I trusted Mem to handle everything with AI.
The experiment taught me something important: organization isnât just about finding things. Itâs about trust. And Memâs AI asks for a lot of it.
Quick Verdict
Aspect Rating Overall Score â â â ââ (3.5/5) Best For Writers who capture constantly but rarely browse Pricing $15-25/month (expensive) AI Search Quality Good but inconsistent Auto-Organization Works 70% of the time Knowledge Graph Impressive when it works Value for Money Only if you embrace the philosophy Bottom line: Revolutionary approach to notes that works brilliantly 70% of the time. The other 30% will drive you crazy.
Mem isnât another note app with AI features bolted on. Itâs built on a fundamental premise: manual organization is a waste of time.
No folders. No mandatory tags. No file hierarchy. You write, the AI organizes. When you need something, AI finds it.
I was skeptical. My Notion workspace has 47 databases, nested folders three levels deep, and a tagging system I spent weeks perfecting. But I also spend 20% of my time maintaining that system. Mem promised to give me that time back.
The core innovation: Mem creates an automatic knowledge graph. Every note you write gets analyzed, connected to related notes, and indexed for conceptual search. You donât see the connections happening. They just exist when you need them.
Traditional search looks for keywords. Memâs search understands concepts.
I searched for âthat client meeting about pricing concernsâ and Mem found notes that never mentioned pricing but discussed âbudget constraints,â âcost structure,â and âfinancial planning.â The meeting notes were from three months ago, buried in my daily captures.
Real examples that worked:
The search doesnât just match words. It understands intent. When I search âproductivity tips,â it finds notes about time management, focus techniques, and workflow optimization, even when those exact words arenât used.
Hereâs where Mem gets interesting. Every note becomes a node in a knowledge graph, automatically connected to related content.
I wrote a note about Claudeâs new features. Without any action from me, Mem connected it to:
These connections appear in a âRelatedâ sidebar. Sometimes itâs eerily accurate, surfacing a forgotten note thatâs exactly what I need. Other times itâs noise.
Success rate: About 70% useful connections, 20% somewhat relevant, 10% complete misses.
The graph view is visually impressive but practically limited. Pretty dots and lines showing connections, but you canât manipulate or organize them manually. Itâs AIâs way or nothing.
Memâs inline AI goes beyond basic editing. While writing this review, I used:
Smart Write continues your thoughts. Start a sentence, hit Tab, and Mem completes it based on your writing style and note context. Itâs learned my voice after thousands of notes. Not perfect, but surprisingly helpful for getting unstuck.
Mem Chat is different from ChatGPT. Ask âWhat have I written about productivity?â and it synthesizes answers from YOUR notes, not generic internet knowledge. This is powerful for surfacing your own insights youâve forgotten.
Collections are AI-curated groups. Tell Mem to âcollect all notes about Project Xâ and it finds everything related, even tangentially. Miss rate is about 30%, but still faster than manual searching.
When Memâs AI fails to find something you KNOW exists, itâs maddening. No folders to browse. No structure to fall back on. Youâre completely dependent on AI that isnât perfect.
Last week, I needed specific contract details from a client note. Searched every way I could think of. Mem couldnât find it. I knew it existed but had no manual way to locate it. Eventually found it by scrolling through daily notes from the approximate date. Took 45 minutes.
This happens regularly. Critical information gets lost not because it doesnât exist, but because the AI doesnât surface it correctly.
Memâs philosophy is pure: no manual organization. But when AI fails, you need backup options.
Want to create a project folder? Canât. Need to group related notes manually? Nope. Want to browse by topic? Only if AI organized it that way.
This absolutist approach feels stubborn. Even AI needs human guidance sometimes.
With 3,000+ notes, Mem slows down. Search takes 3-5 seconds. The app occasionally freezes. Smart Write suggestions lag.
For comparison, Obsidian handles 10,000+ notes instantly because itâs local-first. Memâs cloud-dependent architecture shows its limits at scale.
The mobile app is basically a capture tool. Limited search, no Smart Write, minimal AI features. You can add notes but canât effectively work with them.
For a tool promoting âcapture anywhereâ philosophy, the mobile experience is surprisingly weak.
| Plan | Monthly Cost | Features | Worth It? |
|---|---|---|---|
| Mem Free | $0 | 25 notes/month, basic search | Trial only |
| Mem Plus | $14.99 | Unlimited notes, basic AI | Barely |
| Mem Pro | $24.99 | Full AI, unlimited Smart Write | If youâre all-in |
The math doesnât work for casual users. At $25/month, Mem costs more than:
Youâre paying premium pricing for the AI-first philosophy. It only makes sense if that philosophy transforms how you work.
Meeting notes workflow: I dump raw meeting transcripts into Mem. The AI automatically:
This alone saves me 5+ hours weekly.
Writing research: When writing posts like this, I ask Mem Chat: âWhat have I noted about AI note-taking apps?â It synthesizes months of observations into coherent summaries. Like having a research assistant whoâs read everything Iâve ever written.
Serendipitous discovery: The âRelatedâ sidebar regularly surfaces notes Iâd forgotten existed. Found a brilliant product idea from 4 months ago while writing about something completely different. This wouldnât happen with manual organization.
Project management: Without folders or structure, managing complex projects in Mem is chaos. I still use Notion for anything requiring organization.
Team collaboration: Mem is fundamentally single-player. No commenting, limited sharing, no collaborative features. Your thoughts stay yours.
Reference material: Technical documentation, code snippets, reference guides - anything you need to reliably find later is risky in Mem. The AI might not surface it when needed.
I use both daily. Hereâs why:
| Factor | Mem | Notion |
|---|---|---|
| Capture Speed | Instant | Requires decisions |
| Organization | Automatic (70% accurate) | Manual (100% reliable) |
| Search | Conceptual understanding | Keyword matching |
| AI Features | Native, integrated | Add-on, limited |
| Databases | None | Powerful |
| Price | $25/month | $20/month with AI |
| Mobile | Weak | Strong |
| Teams | Not really | Built for it |
I use Mem for:
I use Notion for:
They solve different problems. Mem for thinking, Notion for organizing.
Obsidian users love control. Mem users want to give up control. These philosophies are incompatible.
Obsidian wins for:
Mem wins for:
If you enjoy tinkering with tools, Obsidian. If you want tools to disappear, Mem.
Writers and researchers who capture constantly but donât browse systematically. The AI excels at synthesis across large volumes of notes.
People who abandoned other systems because maintenance became overwhelming. If your Notion is a graveyard of half-maintained databases, Memâs approach might work.
Chronic over-organizers who spend more time organizing than creating. Mem forces you to just write.
AI early adopters who accept imperfection for innovation. Youâre buying into a future where this gets better.
Project managers needing reliable structure. When deadlines matter, you canât risk AI not finding critical information. Use Notion or ClickUp.
Teams requiring collaboration. Mem is single-player only. No real sharing, commenting, or collaborative features.
Budget-conscious users who canât justify $25/month for notes. Obsidian is free. Notion is cheaper with more features.
Anyone needing guaranteed retrieval of specific information. If your notes contain critical reference material, manual organization remains more reliable.
Pro tip: Use Memâs email integration. Send yourself notes via email when mobile app is too limited.
Mem is doing something genuinely different. Not better or worse, but different. The AI-first approach to notes challenges how we think about information management.
When it works, itâs magical. Notes appear exactly when needed. Connections surface that youâd never make manually. The friction of organization disappears.
When it fails, itâs frustrating. Information exists but canât be found. Youâre helpless without manual fallbacks. The $25/month feels excessive for inconsistent results.
My experience after six months: I still use Mem daily, but not exclusively. Itâs brilliant for capture and synthesis, weak for structure and reliability. The 70% success rate is both impressive (for AI) and insufficient (for critical work).
If youâre curious, try the free tier. Give it a genuine month. Youâll either love the freedom or hate the chaos. Thereâs no middle ground with Mem.
For more AI note-taking options that might better fit your workflow, check our best AI note-taking apps guide.
Only if you fully embrace the no-organization philosophy and capture lots of notes daily. For casual users or those who need structure, no. The price is premium for whatâs essentially an experiment in AI-first note-taking.
Yes, but the import is messy. Mem strips formatting, loses structure, and doesnât preserve links properly. Plan to clean up imported content significantly. Better to start fresh and migrate selectively.
No. Mem is cloud-only. No offline access at all. If internet is unreliable where you work, Mem is not for you. Consider Obsidian for offline-first notes.
Your notes are encrypted in transit and at rest. But theyâre processed by AI in the cloud, so Mem technically has access. If you handle sensitive information, understand the implications. Local-first tools like Obsidian offer more privacy.
Yes, bulk export to Markdown is available. But you lose all AI connections, organization, and related notes. The export is just raw text files. Plan for significant reorganization if you leave.
Yes, noticeably. Search accuracy improved ~20% during my six months. But itâs still not reliable enough to trust completely. The trajectory is positive but the destination is uncertain.
Yes. I use Mem for capture and synthesis, Notion for structure and projects, and Claude for writing. Mem isnât complete enough to be your only tool yet.
Technically zero - just start writing. Philosophically significant - you have to unlearn organizational habits. The hardest part is trusting AI to find things later. Takes 2-4 weeks to adjust.
Last updated: December 2025. Features and pricing verified against Memâs official site.