# viperrcrypto/Siftly

Local Twitter/X bookmark organizer with AI categorization and mindmap visualization

Repository: https://github.com/viperrcrypto/Siftly
Canonical: https://ross.abutalabs.com/products/siftly
Language: TypeScript
License: MIT
License Family: permissive
Topics: ai, bookmarks, categorization, local-first, mindmap, nextjs, open-source, productivity, twitter, typescript
Last push: 2026-04-08T05:57:56+00:00

## Health v2 (maintenance only)
Score: 64/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 76, release rhythm 78, longevity 13
- inputs: {"age_days": 182, "days_push": 147, "days_rel": 147, "gap_med": 14.5, "n_releases_24m": 3}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2982, forks 276 (observed 2026-08-28T04:07:33.877992+00:00)

## What it is
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
- artifact type: application
- maturity: active
- function: search-engine, data-visualization, machine-learning, nlp, image-processing, web-framework
- domain: developer-tools, artificial-intelligence, social-media, self-hosted, web-development
- platform: self-hosted, cross-platform
- tags: twitter-bookmarks, local-first, mindmap, semantic-search, sqlite, nextjs, bookmark-manager, ai-categorization, nodejs, web-server

## Member repositories
- viperrcrypto/Siftly (main) score 64

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:33.877992+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:31:28.954241+00:00, confidence not recorded.
  - readme: https://github.com/viperrcrypto/Siftly (fetched 2026-08-28T04:07:33.877992+00:00, sha c330f1bb0ecb)
- Data as of 2026-08-30T08:39:29.467469+00:00.