KitScout

Categories › Software Development › Git hosting, PRs, issues & code review

Upstar

MCP serverVerified domain · upstar.devRemote● LiveFree to try

Rising GitHub repos per topic, ranked by star velocity, plus repos spotted early. Free, read-only.

Install

Remote server: your requests and data go to upstar.dev. Claude Code: claude mcp add --transport http upstar https://upstar.dev/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • emerging — Small GitHub repositories (under 1,000 stars a week ago, at least 30 days old) gaining stars at least twice as fast as in a usual week, by t
  • get_collection — A collection's ranking (score = momentum and health with the collection's weights) and its rising newcomers under 90 days old: the same list
  • get_repo — One GitHub repository as Upstar sees it, the same facts as its Upstar page: stars and gains, its usual week, its star total week by week ove
  • list_collections — Upstar's collections: open-source tools that do one job, or alternatives to one product, each ranked by momentum and health. Use a slug with
  • list_topics — Lists the topics Upstar ranks GitHub repositories in (emulation, self-hosted, Rust, MCP…): slug, name, category, description and how many re
  • search — Upstar's search, the same as the site's search bar: topics by whole words (a name, slug, GitHub tag, language or keyword equal to the query,
  • spotted_early — Repositories whose stars at least doubled since Upstar first ranked them in a topic, at any rank: when, in which topic and at which rank it
  • topic_ranking — Ranks a topic's GitHub repositories by star velocity (stars gained ÷ √stars before) over the last 24 hours, 7 days or 30 days, with the star
  • trending — The fastest-rising GitHub repositories across every topic Upstar tracks, by star velocity or by stars gained, over 24 hours, 7 days or 30 da

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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