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Lightdash

by Lightdash · San Francisco, USA

Open source, dbt-native BI with AI agents

Reviewed by the the30top research team · Last reviewed 2026-10-27

Overview

Lightdash is an open source BI tool that reads metrics defined in dbt, and its Cloud plans add AI agents, MCP, Autopilot and a self-improving semantic layer. The open source edition does not include the AI agents. Cloud Pro is $3,000 a month with unlimited users, and a HIPAA BAA is a $490 monthly add-on.

Our verdict

Lightdash is a strong fit for dbt teams who want open source roots and AI on top of defined metrics. The AI features sit on a paid plan priced for established teams.

Best for

dbt-centric data teams that want BI with governed AI and the option to self-host.

Avoid if

You do not use dbt or need AI agents on a small budget.

Pros

  • Free open source edition
  • No per-seat pricing
  • 21 day trial without payment details

Cons

  • AI agents are not in the open source edition
  • Cloud Pro costs $3,000 a month
  • Built around dbt workflows

Key capabilities

AI agents on dbt-defined metricsMCP access for external AI toolsAutopilotSelf-improving semantic layerSlack and Teams integrationsGit sync with GitHub, GitLab and Bitbucket

Frequently asked questions

Is Lightdash open source?

Yes. The Open Source plan is self-hosted and free, but it does not include the AI agents.

How much is Lightdash Cloud?

Cloud Pro is $3,000 a month. Enterprise is custom, and a 21 day trial needs no payment details.

Does Lightdash support MCP?

Yes. MCP is listed on the Cloud Pro and Enterprise plans.

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