Rewind AI has a compelling pitch: record everything you see on screen, then search it later using natural language. You forgot where you read something? Describe it and Rewind finds the moment. That's genuinely useful in theory.
The problem is the implementation. Rewind is Mac-only, which leaves Windows users completely out. It's resource-intensive, with screen recording running continuously in the background and eating CPU and disk. And until relatively recently, it sent recordings to cloud servers for processing, which is a significant ask when you're recording your entire screen including passwords, bank statements, and private messages.
I've been looking for alternatives for a while. Some are close to Rewind's full-screen-recording approach, others take a completely different angle. Here's an honest look at seven options, what each one actually does, and where each one is worth considering.
The Core Problem All These Tools Try to Solve
Before comparing tools, it helps to be clear about what problem we're actually solving. Rewind targets "I saw something and can't find it again." That's a memory retrieval problem, and it's real. Knowledge workers lose an estimated 20% of their time re-finding information they've already encountered.
The question is how aggressive you need to be to solve it. Screen recording captures everything, which is thorough but invasive. Browser-focused tools capture only what you read online, which covers the majority of research and information gathering without touching your desktop apps, email, or documents.
Depending on your workflow, the browser-focused approach might cover 80% of your actual retrieval needs with 20% of the privacy and performance overhead. That's the tradeoff worth thinking about before picking a tool.
The Ctrl+H Problem
Even if you skip Rewind-style screen recording and just want better browser history search, Chrome's built-in Ctrl+H search is deeply limited. It matches on page titles and URLs only. If you searched for something using different words than the page author used, you get nothing.
What you actually need is search that understands meaning, not just keywords. That requires either sending your history to a cloud AI (which has its own privacy issues) or running an embedding model locally in your browser.
1. TraceMind (Browser Extension, Mac and Windows)
TraceMind takes the narrowest scope of any tool on this list: it focuses entirely on browser history and does it with full local processing.
When you visit a page, TraceMind extracts the full text content using Mozilla's Readability library (the same engine behind Firefox Reader Mode), generates a 384-dimension semantic embedding using the all-MiniLM-L6-v2 model running locally via WebGPU or WASM, and stores everything in IndexedDB on your device. Nothing leaves your machine.
Search combines dense vector similarity (good for intent queries like "that article about reducing cognitive load") with a BM25-like full-text index via FlexSearch, merged using Reciprocal Rank Fusion. The result is that you can find pages by concept, not just by memorizing titles. Search latency stays under 100ms even with hundreds of indexed pages.
Works on Chrome, Brave, and Edge on both Mac and Windows. The free tier covers unlimited pages, 365-day retention, and basic screenshots. You can compare TraceMind to Rewind directly if you want a feature-by-feature breakdown.
Best for: Knowledge workers, developers, and researchers whose information retrieval is primarily browser-based and who care about keeping data local.
2. Limitless (Mac, Windows, AI Wearable)
Limitless (formerly Rewind 2.0, though it's a separate product) focuses heavily on meeting recall. It has a pendant you can wear that records conversations, plus a desktop app that captures screen activity. The AI lets you ask questions like "what did we decide about the Q3 budget in last Tuesday's meeting."
The value proposition is real for people who spend most of their day in meetings. The tradeoff is that conversations get processed in the cloud, and the pendant is an additional hardware purchase. For users whose main pain point is "I can't remember what I read online," Limitless is overkill. For users whose pain point is meeting memory, it's the strongest option on this list.
Best for: People with heavy meeting loads who need meeting recall, not just web research recall.
3. Microsoft Recall (Windows 11 Only)
Microsoft Recall is built into Windows 11 on Copilot+ PCs. It takes periodic screenshots of your screen and uses AI to make them searchable. The concept is almost identical to Rewind, just Microsoft-built and OS-native.
The rollout has been troubled. Privacy advocates flagged serious concerns about storing screenshots of everything, including banking and medical information. Microsoft has patched and delayed the feature multiple times. As of early 2026, it's available but opt-in only, with on-device processing as the default.
If you're already on Windows 11 with compatible hardware and comfortable with the privacy model, Recall is worth trying since it costs nothing extra. But I wouldn't choose a Windows 11 upgrade specifically for it.
Best for: Windows 11 users on Copilot+ hardware who want Rewind-like functionality without a separate subscription.
4. Recall by Recall.ai (Browser Extension)
Recall (not to be confused with Microsoft Recall) is a browser extension that indexes pages you visit and lets you search them later. It takes a similar approach to TraceMind: text extraction rather than screen recording. The search is primarily keyword-based in the free tier, with AI features on paid plans.
The extension works across browsers and has a clean interface. I've found the semantic search less accurate than TraceMind's hybrid approach on intent-based queries, but the keyword search is solid. There's also a more active feature development pace compared to when I last reviewed it.
Best for: Users who want a browser-history tool with a polished interface and don't need sub-100ms on-device inference.
5. Mem (Mac, Windows, Web)
Mem is an AI-powered note-taking app that also captures browser content. It's less focused on passive capture and more focused on active note-taking with AI assistance. You can clip pages, write notes, and ask questions across your accumulated knowledge base.
The AI features are genuinely useful for users who take structured notes, but Mem requires you to be more intentional about what you capture. It doesn't automatically index everything you visit the way Rewind or TraceMind do. That's a feature if you find passive indexing overwhelming, and a limitation if you want passive recall.
Best for: People who combine active note-taking with passive capture and want AI across their note library.
6. Heyday (Browser Extension)
Heyday is a browser extension that resurfaces content from your history when it's relevant to what you're currently doing. Instead of you searching for past content, it proactively shows you related pages in a sidebar as you browse.
I find the proactive approach interesting in theory, but in practice it surfaces things I don't need more often than things I do. The recall use case (I need to find that specific page I read) is weaker than the serendipitous discovery use case. If you value serendipitous connections between past reading and current work, Heyday is worth a look.
Best for: Users who want passive rediscovery of past content rather than active search-based recall.
7. Screenpipe (Open Source, Mac and Windows)
Screenpipe is an open-source screen recording and AI search tool. It records your screen and audio and builds a local database you can query. Because it's open source, technically sophisticated users can inspect exactly what's stored and how it's processed.
The setup is more involved than the other tools on this list. There's no polished onboarding flow, and you'll likely need to be comfortable with command-line configuration. But for users who want Rewind-like functionality with full control over the implementation, it's the most transparent option. Everything runs locally.
Best for: Developers and power users who want full-screen recording and recall but need the ability to audit and control the implementation.
How to Choose Between Them
The most important question to answer first: is your recall problem primarily about browser content, or about your entire computer?
If it's browser content, you don't need screen recording. TraceMind or Recall will cover the use case with much less overhead and better privacy. Both work on Mac and Windows.
If you need recall across all apps, documents, emails, and meetings, you're in screen-recording territory. Limitless is the strongest option if you're primarily in meetings. Screenpipe is the strongest if you want full local control. Microsoft Recall is worth trying if you're already on compatible Windows 11 hardware.
Honestly, most knowledge workers who try a full screen-recording tool eventually find it too heavy and scale back. The browser-focused approach handles more use cases than it initially seems to, because most research and information intake happens in the browser.
You can check out TraceMind's features page for a full breakdown of what the free and PRO plans include. The privacy-first extensions comparison also covers the on-device vs cloud tradeoff in more depth if privacy is a primary concern for you.