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Personal open-source intelligence

Find the open source worth your attention.

OpenStar learns your developer taste, checks repositories with an agent, and follows the changes that matter — so you can decide what deserves a closer look.

GitHubStart using OpenStarSee how it works
01Discover
02Understand
03Watch
04Remember
One decision loop

From first signal to informed decision.

A repository should not become another forgotten tab. OpenStar keeps discovery, research, and follow-up in one continuous workflow.

01

Discover what fits you.

For You ranks candidates against your languages, public GitHub activity, saves, Watch choices, and explicit feedback — not popularity alone.

02

Understand before you adopt.

Run an agent check or ask a question. OpenStar reads project context, activity, and releases, then keeps the evidence beside its conclusion.

03

Follow changes, not noise.

Watch turns repository activity into a focused brief: what changed, why it matters, and whether you need to act.

Evidence-first agent

See the work behind every answer.

OpenStar exposes the tools, sources, and results behind repository analysis. You get a conclusion you can inspect, not an unexplained score.

openstar / repo-checkComplete
search_repos

Expanded the candidate set around your question.

01
read_readme

Read project scope, setup, and stated constraints.

02
get_releases

Checked recent versions and breaking changes.

03
get_activity

Reviewed maintenance and issue movement.

04
Grounded answer

Mastra is the stronger fit for this stack.

Its TypeScript-first API and integrated agent primitives align with your current projects. LangGraph remains the safer choice when explicit graph control matters more than framework cohesion.|

READMEReleasesRepository activityAlternatives
OpenStar Memory

A memory you can see and shape.

Your interactions become explicit signals that improve Explore, Chat, and Watch together. OpenStar shows what it learned and lets you change it.

Signals in
Starred repositories
Saved decisions
Watched projects
Questions and feedback
OpenStar
MemoryVisible · editable
Product impact
A sharper discovery queue
More relevant repo answers
Better Watch priorities
Visible by defaultSee which interests, repositories, and actions are influencing your experience.
Correctable at any timeTune interests, downrank patterns, or reset the profile from one place.
Shared across the productExplore, Chat, and Watch improve from the same set of understandable signals.

Build a better relationship with open source.

Start with your public GitHub activity. OpenStar will turn it into a focused place to discover, understand, and follow the projects that matter to you.

GitHubStart using OpenStarExplore trending first