Emolysis

Emolysis is the agentic lakehouse for data engineering and analytics.

Emolysis puts a team of agents at your direction from your laptop: to investigate business questions, develop dashboards, and build and test pipelines for your data platform.

Business users want answers to the questions that matter. Data teams need the definitions, transformations and pipelines behind those answers. Emolysis brings these needs into one development workflow, with you directing the work and reviewing the results.

• From the question to the dashboard. You start from a business question, find the sources, confirm the metric definition, and get the dashboard and the tested pipeline behind it.
• Developed and tested locally. You iterate on sampled data on your own machine and test each pipeline against DuckDB before it runs anywhere else. Prompts go to the model provider you choose.
• Built for your platform. Each pipeline starts from a known shape (batch ingest, incremental append, CDC merge, SCD Type 2, snapshot, backfill, late-arriving, dedupe / conform, aggregation / gold, reverse ETL) and a template written for your target platform, with its own SQL dialect and rules. Production pipelines run on the platform you already use: Databricks first, Snowflake and Microsoft Fabric next.
• Works from your tools. One download: a desktop app with a CLI (emo) and an MCP server (emo mcp) for Claude Code, Cursor, Codex and other MCP clients. An Emolysis account is required.

In private development. Nothing is released yet: there is no installable build, CLI or package. Early access is by invitation. The public repositories below are early scaffolds and change often.

• integrations — Claude Code plugin, Cursor and Codex configuration, and the @emolysis/mcp shim that connects MCP clients to Emolysis.
• template-sdk — the pipeline template format, a validator and an SDK for writing your own templates.
• .github — this profile, default issue and pull request templates, and a preview of the reusable emo check workflow.

Report vulnerabilities privately; see the security policy.