
I Code Dis
Little Star
StarLens
Star Order
A personal developer dashboard that transforms your GitHub starred repositories into an organized, searchable, and AI-enhanced workspace.

Magic Flow
FocusBear.io
Llama Life
Forest App
TickTick
Blitzit
Balance: Mindful time tracking
Centered helps you get into a Flow State faster and stay there longer so you can do your best work.
Which is more popular?
Based on our record, Centered seems to be more popular. It has been mentioned 5 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | stardash.dev | centered.app |
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| Platforms | — | |
| Listed in |
In their own words, as submitted to SaaSHub.


StarDash turns your GitHub stars into a searchable, organized, AI-powered contribution workspace. Most developers star hundreds of repos from social feeds, Reddit threads, and late-night browsing sessions - and never revisit them. StarDash fixes that. Sign in with GitHub, sync your stars once,...
No description of Centered yet.
What each product offers, as listed by its team.


Possible disadvantages
Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
No analysis of Centered yet.
Walkthroughs and reviews on video.
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Centered Review: Improve Productivity with AI Coaching and Focus Music
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing StarDash and Centered.
StarDash's answer
StarDash is the only GitHub star manager that goes beyond organization into intelligence and action. While other tools let you tag and search your stars, StarDash adds AI-powered repo health scoring, semantic discovery, and one-click contribution briefs that tell you exactly how to start contributing to any open issue. The shared 7-day AI cache means analyses get faster and cheaper as more users join a network effect built into the AI layer itself. It closes the full loop from "I starred this" to "here's how to contribute to it today."
StarDash's answer
Most GitHub star managers stop at organization. StarDash turns your stars into an actionable contribution workspace. No competitor offers AI Contribution Briefs that generate personalized first steps, relevant files to touch, and a ready-to-paste coding assistant prompt for any open issue. StarDash also supports full BYOK (Bring Your Own Key) with OpenRouter, OpenAI, and Anthropic, meaning power users get unlimited AI with no rate limits using their own key. It's also completely self-hostable via Docker Compose with zero feature compromise.
StarDash's answer
StarDash is built for developers who actively use GitHub stars as a discovery and bookmarking system but struggle to act on what they've saved. The sweet spot is software engineers with 100–2,000+ starred repos who want to contribute to open source but find it hard to know where to start. It also resonates strongly with self-hosters and privacy-conscious developers who want full control over their data without sacrificing a polished user experience.
StarDash's answer
StarDash was born out of a personal frustration, as a developer, I was constantly discovering interesting repos on Reddit, Twitter, and GitHub, starring them from my phone, and never revisiting them. After accumulating 800+ stars that had become a digital junk drawer, I decided to build the tool I actually wanted. What started as a simple star organizer evolved into a full AI-powered workspace with repo health scoring, contribution discovery, and semantic search. It's open source under MIT because the problem is universal and the solution should be too.
StarDash's answer
StarDash is built on Next.js 16 with the App Router and React 19, written entirely in TypeScript 5.7. The backend uses Supabase for Postgres database and GitHub OAuth authentication, with the Vercel AI SDK powering all AI features through OpenRouter (defaulting to Gemini 2.0 Flash). The frontend uses Tailwind CSS v4 with shadcn/ui components, and the app is fully containerized with Docker Compose for self-hosting. Observability is handled by Sentry for error tracking and Langfuse for AI trace monitoring.
StarDash's answer
StarDash is a free, open-source tool currently in its early launch phase, so it doesn't have enterprise customers in the traditional sense. Its users are individual developers and engineers who use GitHub stars as a discovery system and want to get more value from their bookmarks. As an MIT-licensed project with a generous free tier and full self-hosting support, the goal is to grow a community of developers rather than a customer base.
Share your experience with using StarDash and Centered. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Tracking StarDash since Apr 2026.
- weak for bodydoubling method: I still need to use separate app for bodydoubling. i.e. cen****d.app. This bodydoubling app makes me to focus on task by sharing my current task with other users. This also has `always on top with... Source: over 3 years ago
Centered.app application helps me a lot to work and to stay focused. It seems - the best and only task management systems designed for people with ADHD. Source: about 4 years ago
The centered.app does look good and the most close to what I am looking for compared to the hundreds I have googled today, I am giving it a go, thank you! Source: about 4 years ago
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