Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Local privacy-first Microsoft Recall alternative with Gemma 4

Details

External ID
48782406
Source
HN
Company
—
Product
Local privacy-first Microsoft Recall alternative with Gemma 4
Website domain
github.com
Launched
July 4, 2026
Cohort
—
Upvotes
13
Upvotes percentile
0.6200716845878136
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

hi author here, Screenmind is privacy first Microsoft recall alternative . It runs on gemma 4 which is one of the fewer models supporting vision audio and reasoning all 3, so your data never leaves you machine.With screenmind you can keep a track of your timeline , how much time you spent on what..search any screenshot with any text on it.. and the coolest thing, you can chat with your screen history, like what did alex texted me on discord or did i received any mail from Microsoft, if it was on your screen , you can prompt it in the cha. and also you can make automations on top of it, like send me my whole day report on slack(it has integrations )..you can also write automation either though plain English for not so coders or use the python for devs who want to deep dive, and you can save voice memos(with a screenshot) with just a hotkey, and get you meeting transcribed and summarised(auto detects meeting)the hardest part which i faced was keep running screenmind as a background service it would not have been not hard if chat feature didn't existed, as running local model requires compute ..and keep analyzing screenshots continuously will keep all the resouces hogged up for that i came up with a perceptual has cache .. the three tier cache system reduces inference upto 40% for an average user(which is me)..and to reduce the inference time more i came up with three modes..fast balanced and accurate..where the tradeoff is between time and accuracyfor now i use it daily on my 4gb gtx 1650 with fast mode, works pretty fine also it would be much faster on high end machine , it also has a mcp server so you can just ask claude desktop/cursor about the bug you saw in morning..supports windows/mac/Linuxbeing upfront about rough edges , it is not extensively tested on mac and installation has some friction , for which i m working on one click installer thing(reposting- i put up an earlier version a few months back, comments got flagged cuz of new account so couldn't reply to any )repo:github.com/ayushh0110/ScreenMindcurious about anyone have idea for how to approach multi monitor support

Enrichment

Theme
screen recording and demo creation tools
Vertical
Security
Function
Agent / copilot
Audience
B2C
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
local privacy recall alternative
Manually corrected
False

Could you build this?

Partial The UI and basic integration with local model runners are straightforward, but running continuous low-overhead screen capture with multimodal indexing poses serious systems performance hurdles.

What it would actually take: A production version requires an OS-level background service utilizing native capture APIs (such as ScreenCaptureKit or Windows Graphics Capture), paired with an efficient local embedding pipeline, OCR, SQLite vector storage, and an optimized quantized inference runtime (e.g., llama.cpp). The hard problem is keeping CPU, GPU, and battery consumption minimal while capturing and processing high-frequency frames without disrupting host system performance.

Discussion

2 comments analyzed.

Concerns raised: no moat with AI, lack of competitive differentiation

Competitors

Other products that read as similar to this one — 50 launches clear the similarity bar, closest 8 shown.

Attention rank: #25 of 51 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 244 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.