Mprove

How It Works?

Build Data Models

Dont Repeat Yourself: Reuse SQL blocks with Malloy
Instant Validation: Save changes to validate models
Multiple environments: Switch connections to query against Test, Stage, Prod, etc.

Get Answers

Explore with confidence: User queries are guaranteed to be correct if data model is correct
True Self Service: Select and Filter to build the query
Concise Queries: Malloy queries are easy to read and understand. They translate into SQL.

Build Reports and Dashboards

Simple UI: Add metrics to reports or compose dashboard from multiple charts
Global Filters: Dashboard filters can be linked to tiles, Report filters can be linked to metric rows
Role Based Access Control: Fine-tune access to models, reports and dashboards based on user roles

Deploy Changes as Code

Git Version Control: Personal dev repository for each data analyst (developer), single common production repository for all project users
Git Branches: Create branches for different tasks
Git Commands: Manage changes reliably with git commands: commit, push, pull, fetch, merge, revert

Pricing

Open Source

Free

Managed by your team

Most Popular

Pro

$10 per user/month

Cloud SaaS (always up to date)

No credit card required

Enterprise

Custom

Starts at $250/month (billed annually)

Integrations

SQL DATABASES

SnowFlake

BigQuery

MotherDuck

PostgreSQL

MySQL

Presto / Trino

HTTP API CONNECTORS

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Frequenty Asked Questions

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Where is AI?: AI features are planned for release in Q2 2026 - Q3 2026.
What the difference between Open Source and Enterprise?: The Enterprise version includes additional features, such as SSO and Audit Logs.
When does the Pro trial period end?: The Pro tier is free until we complete billing integration (planned for Q1 2026).
How Mprove works with database?: Connection requires read-only access to the database.
More SQL integrations?: Mprove connects to SQL databases that are supported by Malloy.
More HTTP API integrations?: To integrate with a new third-party HTTP API service, create a file with the “.store” extension containing the integration logic.
Do you support other SQL semantic layers?: If other semantic-level providers have APIs, you can use the HTTP Custom API connector.
What Malloy features are supported?: Mprove builds models based on Malloy Sources. Malloy Nesting and Calculations are not yet supported.
How to do X in Malloy?: You can ask for help on the Malloy Slack channel (link in navbar on their website). For Mprove questions - join our Discord. But first, please read the documentation on the Mprove Docs and Malloy Docs websites.