Alternatives

Metricflow alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Metricflow

MetricFlow allows you to define, build, and maintain metrics in code.

97
Quality
87
Trust
1.6K
Stars
#1

Dbt Core

Similarity 133Trust 90Excellent 100

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

13K starsJun 18, 2026 pushdata-analysisRustBI
$ npx skills add dbt-labs/dbt-core
#2

Pandas

Similarity 127Trust 90Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#3

Redash

Similarity 125Trust 90Excellent 100

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

29K starsJun 14, 2026 pushdata-analysisPythonBI
$ npx skills add getredash/redash
#4

Sqlfluff

Similarity 124Trust 88Excellent 99

A modular SQL linter and auto-formatter with support for multiple dialects and templated code.

9.8K starsJun 19, 2026 pushdata-analysisPythonSQL
$ npx skills add sqlfluff/sqlfluff
#5

Data Science For Beginners

Similarity 121Trust 88Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#6

Datalens

Similarity 120Trust 84Excellent 97

A modern, scalable analytics system

1.7K starsJun 14, 2026 pushdata-analysisPLpgSQLBI
$ npx skills add datalens-tech/datalens
#7

Grafana

Similarity 119Trust 89Excellent 100

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

74K starsJun 15, 2026 pushdata-analysisTypeScriptBI
$ npx skills add grafana/grafana
#8

Superset

Similarity 119Trust 88Excellent 100

Apache Superset is a Data Visualization and Data Exploration Platform

73K starsJun 14, 2026 pushdata-analysisTypeScriptBI
$ npx skills add apache/superset
#9

Scikit Learn

Similarity 119Trust 88Excellent 100

scikit-learn: machine learning in Python

66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#10

Streamlit

Similarity 119Trust 88Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#11

Dataease

Similarity 118Trust 88Excellent 100

🔥 人人可用的开源 BI 工具,数据可视化神器。An open-source BI tool alternative to Tableau.

24K starsJun 16, 2026 pushdata-analysisJavaBI
$ npx skills add dataease/dataease
#12

Metabase

Similarity 118Trust 85Excellent 100

The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

48K starsJun 30, 2026 pushdata-analysisClojureBI
$ npx skills add metabase/metabase
#13

Sqlmodel

Similarity 118Trust 88Excellent 100

SQL databases in Python, designed for simplicity, compatibility, and robustness.

18K starsJun 18, 2026 pushdata-analysisPythonSQL
$ npx skills add fastapi/sqlmodel
#14

Matplotlib

Similarity 118Trust 85Excellent 100

matplotlib: plotting with Python

23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib
#15

Cube

Similarity 117Trust 85Excellent 99

📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

20K starsJun 20, 2026 pushdata-analysisRustBI
$ npx skills add cube-js/cube
#16

Sqlalchemy

Similarity 117Trust 87Excellent 100

The Database Toolkit for Python

12K starsJun 18, 2026 pushdata-analysisPythonSQL
$ npx skills add sqlalchemy/sqlalchemy

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Metricflow if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.