sqlmesh

Guided evolution for data transformation projects

Open-source, local-first, AI-native personal finance platform built on DuckDB

Entity-first spec compiler — declarative entity/mapping/metric specs, compiled deterministically

A portable Datamart and Business Intelligence suite built with Docker, sqlmesh + dbtcore, DuckDB and Superset

MCP server exposing a SQLMesh project to LLM agents, model metadata, plans, column-level lineage, audits, environment diffs.

Analytical data stack for life admin.

SQLMesh package for enforcing Semantic Rails contracts

Command-line client for dagctl, the hosted SQLMesh service. Sign in, choose a project, and run SQLMesh against managed state.

A research thesis & reference build for data agents: route requests through declared metrics, policy, verification, and lineage instead of free-form SQL. Measured across 5 datasets and up to 9 local models.

Local-first DuckDB data warehouse with dlt ingestion, agent-guided CDM modeling, SQLMesh, Soda, and Dagster.

Your models are just SQL files. Branch your warehouse like you branch your code.

A python package including loading patterns for Data Vault 2 automation with sqlmesh. Authored and maintained by Scalefree International GmbH.

Testing SQLMesh on GBQ, TVFs and some edge cases

dlt + sqlmesh

OLAP database project for life admin.

SQLMesh + Claude AI assistant — NL-to-SQL, column lineage, plan explainer, model generator on PostgreSQL

End-to-end risk data engineering pipeline with SQLMesh, DuckDB, Python analytics, audits, and financial risk metrics.

A demonstration of an easy-to-start, end-to-end business intelligence pipeline using modern data engineering tools.

Scalable and efficient data transformation framework - backwards compatible with dbt.

Tobiko Cloud Public Demo