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

typelevel/doobie

Functional JDBC layer for Scala. observed · 2026-08-28

github.com/typelevel/doobie · homepage · Scala · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

87/100

  • Activity 99
  • Release rhythm 64
  • Longevity 100
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: 98
  • age_days: 4664
  • days_rel: 82
  • days_push: 9
  • n_releases_24m: 8

Full methodology

Adoption not part of the score

2225 stars · 379 forks observed · 2026-08-28

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

doobie is a pure functional JDBC layer for Scala built on Cats and Cats Effect, providing a monadic API (ConnectionIO) for constructing type-safe database programs. It is not an ORM or relational algebra; it maps JDBC operations into composable functional values with query typechecking and streaming support.

Use cases

  • query a SQL database from Scala in a functional style
  • map JDBC result rows to Scala case classes
  • typecheck SQL queries against the database schema at test time
  • stream large query results with fs2
  • manage database connections and transactions with a Transactor
  • write unit-testable database code in Cats Effect applications

When to choose

  • you use Cats/Cats Effect and want pure functional database access on the JVM
  • you want type-safe JDBC mappings and query validation without a full ORM
  • you need composable, streamable database programs in Scala 2 or 3

When to avoid

  • you want an ORM with schema management, relations, and migrations
  • your team is not familiar with functional programming and effect systems
  • you are not on the JVM/Scala ecosystem

Facets

library · maturity active

database-driver orm testing databases backend developer-tools jvm jdbc scala cats-effect functional-programming typelevel sql transactor fs2

10 sources

Member repositories

RepositoryRoleHealth v2
typelevel/doobiemain87

For agents

markdown · JSON · MCP: product_card(name="typelevel/doobie")

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