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

SuperDB

An analytics database that puts JSON and relational tables on equal footing observed · 2026-08-28

github.com/brimdata/super · homepage · Go · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

91/100

  • Activity 99
  • Release rhythm 75
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 24.0
  • age_days: 2491
  • days_rel: 166
  • days_push: 7
  • n_releases_24m: 3

Full methodology

Adoption not part of the score

1567 stars · 81 forks observed · 2026-08-28

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

SuperDB Desktop (Zui) is an Electron-based desktop application for exploring, searching, and transforming data, serving as the official front-end to the SuperDB analytics database. SuperDB itself is a super-structured analytics database with a SQL-compatible pipe query language (SuperSQL), schema-on-read type system, and a single-binary CLI (super) written in Go.

Use cases

  • explore deeply nested JSON logs
  • search heterogeneous NDJSON log files
  • clean up CSV files by adding type information
  • view Parquet and Arrow IPC files
  • investigate Zeek security logs
  • run SQL-like queries against JSON data without defining schemas
  • analyze CDC logs from a legacy database

When to choose

  • you need to explore schema-less or heterogeneous JSON/NDJSON data interactively
  • you want schema inference and type-aware querying without up-front schema design
  • you analyze security logs like Zeek or CDC streams
  • you prefer a desktop GUI with drag-and-drop ingest plus a CLI query engine

When to avoid

  • you need a mature production-grade persistent database with wide ecosystem support
  • you require heavy multi-user BI dashboards or OLAP at scale
  • your team is standardized on PostgreSQL or another traditional RDBMS
  • you need a web-based, multi-tenant analytics service

Facets

application · maturity active

search-engine data-visualization cli gui serialization database data-science analytics databases developer-tools security cross-platform windows cli super-structured-data supersql zed-lake zng schema-inference log-analysis electron-app data-wrangling zeek-logs desktop macos linux

4 sources

Member repositories

RepositoryRoleHealth v2
brimdata/supermain91
brimdata/zuifrontend67

For agents

markdown · JSON · MCP: product_card(name="brimdata/super")

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