Solana Gem Scanner

Token discovery with risk filters: DexScreener, RugCheck, scoring and alerts.

The project is shown at the level of problem, architecture and capabilities; some implementation details remain reserved.

01 · The problem

Discovery without risk context is noise. A useful scanner has to refuse more tokens than it surfaces.

02 · The idea

A pipeline, not a dashboard of everything: discover, check, filter, score, alert.

03 · The system

Token discovery → DexScreener → RugCheck → risk filter → scoring → alert. FastAPI, SQLite, Jupiter.

04 · The implementation

MVP in development. The value is the filter, not the volume of alerts.

05 · The next step

Tighten scoring and reduce false confidence.

The architecture

Technologies

Services demonstrated