Alternatives

Evidence alternatives for AI agents.

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

Current skill

Evidence

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

100
Quality
88
Trust
6.5K
Stars
#1

Grafana

Similarity 135Trust 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
#2

Metabase

Similarity 134Trust 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
#3

Reflex

Similarity 128Trust 88Excellent 100

🕸️ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#4

Redash

Similarity 127Trust 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
#5

Dataease

Similarity 126Trust 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
#6

Streamlit

Similarity 121Trust 88Excellent 100

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

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

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
#8

Best Of Ml Python

Similarity 120Trust 88Excellent 100

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

24K starsJun 11, 2026 pushdata-analysisData AnalysisOpenAI Agents
$ npx skills add lukasmasuch/best-of-ml-python
#9

Matplotlib

Similarity 120Trust 85Excellent 100

matplotlib: plotting with Python

23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib
#10

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
#11

Plotly.Js

Similarity 118Trust 88Excellent 100

Open-source JavaScript charting library behind Plotly and Dash

18K starsJun 16, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add plotly/plotly.js
#12

Dbt Core

Similarity 117Trust 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
#13

Cube

Similarity 117Trust 85Excellent 100

📊 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
#14

Apexcharts.Js

Similarity 117Trust 85Excellent 100

📊 Interactive JavaScript Charts built on SVG

15K starsJun 11, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add apexcharts/apexcharts.js
#15

Folium

Similarity 117Trust 84Excellent 96

Python Data. Leaflet.js Maps.

7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium
#16

C3

Similarity 116Trust 87Excellent 100

:bar_chart: A D3-based reusable chart library

9.3K starsJun 11, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add c3js/c3

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 Evidence 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.