sidemantic MCP Server
sidequery/sidemantic
[](https://agentrank-ai.com/tool/sidequery--sidemantic/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, BSL, LDM, Cortex, Malloy, OSI, SML, TML, Hex, Rill, Superset
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
sidequery/sidemantic is a Python tool licensed under AGPL-3.0. The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, BSL, LDM, Cortex, Malloy, OSI, SML, TML, Hex, Rill, Superset Topics: analytics-engineering, duckdb, semantic-layer, sql, ai, analytics, bigquery, clickhouse, data-engineering, postgresql, snowflake, spark, visualization, mcp.
Ranked #1025 out of 24846 indexed tools.
In the top 5% of all indexed tools.
Ecosystem
Score Breakdown
130 stars → growing community
Last commit 1mo ago → recently updated
11/12 issues closed → responsive maintainer
3 contributors → small team
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
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From the README
# Sidemantic Sidemantic is an open-source semantic runtime. Define governed metrics once—or import the semantic models you already have—and query them consistently from SQL, the CLI, Python, HTTP, PostgreSQL clients, notebooks, BI tools, and AI agents. - **Bring existing models:** Power BI TMDL/DAX, Cube, dbt MetricFlow, LookML, Hex, Rill, Superset, Omni, BSL, GoodData LDM, Snowflake Cortex, Malloy, Apache Ossie, AtScale SML, and ThoughtSpot TML - **Or author natively:** concise YAML, semantic SQL DDL, or Python - **Run on your warehouse:** DuckDB, MotherDuck, PostgreSQL, BigQuery, Snowflake, ClickHouse, Databricks, Spark SQL, and ADBC sources - **Consume metrics anywhere:** semantic SQL, CLI, Python, HTTP/Arrow, PostgreSQL wire protocol, MCP, notebooks, TypeScript/WASM, and embedded analytics [Documentation](https://sidemantic.com) | [GitHub](https://github.com/sidequery/sidemantic) | [Docker Hub](https://hub.docker.com/repository/docker/sidequery/sidemantic) | [Discord](https://diRead full README on GitHub →
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