Ross ROSS = Recommend OSS · open-source software intelligence for agents

viperrcrypto/Siftly

Local Twitter/X bookmark organizer with AI categorization and mindmap visualization observed · 2026-08-28

github.com/viperrcrypto/Siftly · TypeScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

64/100

  • Activity 76
  • Release rhythm 78
  • Longevity 13
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 14.5
  • age_days: 182
  • days_rel: 147
  • days_push: 147
  • n_releases_24m: 3

Full methodology

Adoption not part of the score

2982 stars · 276 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Siftly is a self-hosted, local-first web application for organizing Twitter/X bookmarks into a searchable, categorized knowledge base. It runs a multi-stage AI pipeline (entity extraction, vision analysis, semantic tagging, categorization) and visualizes bookmarks as an interactive mindmap.

Use cases

  • organize my twitter bookmarks locally
  • search bookmarks by meaning with ai
  • visualize saved tweets as a mindmap
  • categorize twitter bookmarks automatically
  • export twitter bookmarks to csv or json
  • self-hosted bookmark manager without cloud

When to choose

  • you want a private, local-first alternative to cloud bookmark managers
  • you want AI-powered semantic search and auto-categorization of tweets
  • you prefer self-hosting with SQLite and no browser extension

When to avoid

  • you need a hosted multi-user service
  • you don't want AI API calls or lack a Claude/API setup
  • you only need simple keyword bookmarking without AI processing

Facets

application · maturity active

search-engine data-visualization machine-learning nlp image-processing web-framework developer-tools artificial-intelligence social-media self-hosted web-development self-hosted cross-platform twitter-bookmarks local-first mindmap semantic-search sqlite nextjs bookmark-manager ai-categorization nodejs web-server

1 source

Member repositories

RepositoryRoleHealth v2
viperrcrypto/Siftlymain64

For agents

markdown · JSON · MCP: product_card(name="viperrcrypto/Siftly")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem