#1
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlitAlternatives
MLiFC alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
MLiFC
Course Material for the machine learning in financial context bootcamp
47
Quality
70
Trust
109
Stars
#2
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#3
Apache Superset is a Data Visualization and Data Exploration Platform
73K starsJun 14, 2026 pushdata-analysisTypeScriptBI
$ npx skills add apache/superset#4
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#5
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#6
🔥 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#7
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#8
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#9
📊 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#10
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
43K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio#11
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
24K starsJun 11, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add lukasmasuch/best-of-ml-python#12
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn#13
Jupyter Interactive Notebook
13K starsJun 19, 2026 pushdata-analysisJupyter NotebookNotebook
$ npx skills add jupyter/notebook#14
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#15
The HTML5 Creation Engine: Create beautiful digital content with the fastest, most flexible 2D WebGL renderer.
47K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add pixijs/pixijs#16
The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
35K starsJun 13, 2026 pushdata-analysisJavaScriptData Analysis
$ npx skills add gchq/CyberChefHow 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 MLiFC 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.