Alternatives

IPython Dashboard alternatives for AI agents.

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

Current skill

IPython Dashboard

A stand alone, light-weight web server for building, sharing graphs created in ipython. Build for data science, data analysis guys. Aiming at building an interactive visualization, collaborated dashboard, and real-time streaming graph.

55
Quality
78
Trust
690
Stars
#1

Pandas

Similarity 128Trust 98Excellent 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
#2

Scikit Learn

Similarity 128Trust 93Excellent 100

scikit-learn: machine learning in Python

66K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#3

Imbalanced Learn

Similarity 126Trust 97Excellent 100

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
#4

Vizro

Similarity 124Trust 93Excellent 100

Vizro is a low-code toolkit for building high-quality data visualization apps.

3.7K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mckinsey/vizro
#5

Data Science For Beginners

Similarity 122Trust 96Excellent 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

Streamlit

Similarity 120Trust 95Excellent 100

Streamlit β€” A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#7

Reflex

Similarity 120Trust 95Excellent 100

πŸ•ΈοΈ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#8

Knowledge Repo

Similarity 119Trust 88Strong 78

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

5.5K starsSep 4, 2024 pushdata-analysisPythonData Analysis
$ npx skills add airbnb/knowledge-repo
#9

DataSciencePython

Similarity 119Trust 84Strong 78

common data analysis and machine learning tasks using python

5.8K starsApr 3, 2024 pushdata-analysisPythonData Science
$ npx skills add ujjwalkarn/DataSciencePython
#10

Seaborn

Similarity 118Trust 92Excellent 100

Statistical data visualization in Python

14K starsJan 22, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mwaskom/seaborn
#11

Plotly Resampler

Similarity 118Trust 87Strong 84

Visualize large time series data with plotly.py

1.2K starsDec 6, 2025 pushdata-analysisPythonData Analysis
$ npx skills add predict-idlab/plotly-resampler
#12

Skore

Similarity 117Trust 88Excellent 85

Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.

640 starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add probabl-ai/skore
#13

Folium

Similarity 117Trust 91Excellent 100

Python Data. Leaflet.js Maps.

7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium
#14

Dataset

Similarity 116Trust 92Excellent 100

Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.

4.9K starsApr 12, 2026 pushdata-analysisPythonSQL
$ npx skills add pudo/dataset
#15

Plotnine

Similarity 116Trust 92Excellent 100

A Grammar of Graphics for Python

4.6K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine
#16

Django Import Export

Similarity 116Trust 95Excellent 100

Django application and library for importing and exporting data with admin integration.

3.3K starsMay 27, 2026 pushdata-analysisPythonCSV
$ npx skills add django-import-export/django-import-export

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 IPython Dashboard 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.