Mprove is unclaimed —

Mprove

Open Source Agentic Business Intelligence with Malloy Semantic Layer·mprove.io

Mprove is an open-source business intelligence platform built around the Malloy semantic layer. It lets teams discover data warehouse schemas, enrich metadata, and build reusable semantic models, then explore data through an AI data analyst and build reports and dashboards. Changes to models and dashboards are deployed as code using Git version control, with support for personal developer repositories, a shared production repository, and multiple environments (Test, Stage, Prod).

What it's for

Discover data warehouse schemas (tables, columns, indexes, keys, data types)Enrich table and column metadata with descriptions, examples, and relationshipsVisually browse data relationships and get data samples by clickBuild reusable semantic models with MalloyGet instant validation of model changesAsk an AI data analyst for data answersDrill down and segment metrics by dimensionBuild reports and dashboards from semantic modelsApply role-based access control to models, reports, and dashboardsManage changes as code with Git (commit, push, pull, fetch, merge, revert)Switch connections to query across multiple environments

Features 18

AI data analyst available for self-service data answers
Concise Malloy queries that translate into SQL
Drill-down segmentation of metrics by dimension
DWH schema discovery (tables, columns, indexes, keys, data types)
Git commands for managing changes (commit, push, pull, fetch, merge, revert)
Git version control with personal dev repositories and a shared production repository
Global filters linked across dashboard tiles or report metric rows
HTTP API connectors including Custom API and Google Analytics
Instant validation of model changes on save
LLM provider and model configuration for AI Explorer and Editor sessions
Metadata enrichment on tables and columns (description, example data, relationship type)
Multiple environments for querying (Test, Stage, Prod)
Reusable semantic models built with Malloy (DRY SQL blocks)
Role-based access control for models, reports, and dashboards
Sandbox provider support (E2B) for running AI agent sessions
Simple UI for building reports and composing dashboards from multiple charts
SQL database integrations (PostgreSQL, MySQL, Databricks, Snowflake, BigQuery, MotherDuck, Presto/Trino)
Visual data relationships graph with click-to-sample data

At a glance

open sourceself-hostable

TypeWeb app

DeploymentSelf-hosted

PlatformsWeb

Fordata analysts, developers

Integrations

MotherDuckGoogle AnalyticsMySQLBigQueryDatabricksPrestoTrinoPostgreSQLSnowflake

Resources

Docs

Pricing

Mprove is self-hosted and open source; no subscription pricing is listed. A login-free live demo with limited features is available without self-hosting.