Alternatives

Spotlight alternatives for AI agents.

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

Current skill

Spotlight

Interactively explore unstructured datasets from your dataframe.

100
Quality
92
Trust
1.3K
Stars
#1

G6

Similarity 132Trust 95Excellent 100

♾ A Graph Visualization Framework in JavaScript.

12K starsJun 9, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add antvis/G6
#2

Grafana

Similarity 128Trust 96Excellent 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
#3

Pixijs

Similarity 126Trust 98Excellent 100

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
#4

Echarts

Similarity 126Trust 96Excellent 100

Apache ECharts is a powerful, interactive charting and data visualization library for browser

67K starsJun 2, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add apache/echarts
#5

Visx

Similarity 125Trust 95Excellent 100

🐯 visx | visualization components

21K starsJun 15, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add airbnb/visx
#6

Directus

Similarity 125Trust 90Excellent 100

The flexible backend for all your projects 🐰 Turn your DB into a headless CMS, admin panels, or apps with a custom UI, instant APIs, auth & more.

36K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add directus/directus
#7

Awesome Open Data Centric AI

Similarity 125Trust 75Promising 55

Curated list of open source tooling for data-centric AI on unstructured data.

732 starsNov 15, 2023 pushdata-analysisData VisualizationClaude Code
$ npx skills add Renumics/awesome-open-data-centric-ai
#8

Sigma.Js

Similarity 125Trust 98Excellent 100

A JavaScript library aimed at visualizing graphs of thousands of nodes and edges

12K starsJun 9, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add jacomyal/sigma.js
#9

Deck.Gl

Similarity 124Trust 95Excellent 100

WebGL2 powered visualization framework

14K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add visgl/deck.gl
#10

Sweetviz

Similarity 123Trust 93Excellent 100

Visualize and compare datasets, target values and associations, with one line of code.

3.1K starsApr 11, 2026 pushdata-analysisPythonData Visualization
$ npx skills add fbdesignpro/sweetviz
#11

SandDance

Similarity 123Trust 94Excellent 100

Visually explore, understand, and present your data.

7.1K starsJun 14, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add microsoft/SandDance
#12

React Chartjs 2

Similarity 123Trust 94Excellent 100

React components for Chart.js, the most popular charting library

6.9K starsJun 15, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add reactchartjs/react-chartjs-2
#13

Victory

Similarity 123Trust 90Excellent 99

A collection of composable React components for building interactive data visualizations

11K starsDec 19, 2025 pushdata-analysisTypeScriptData Visualization
$ npx skills add FormidableLabs/victory
#14

React Map Gl

Similarity 122Trust 87Excellent 100

React friendly API wrapper around MapboxGL JS

8.5K starsApr 11, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add visgl/react-map-gl
#15

Unovis

Similarity 121Trust 94Excellent 100

Modular data visualization framework for React, Angular, Svelte, Vue, and vanilla TypeScript or JavaScript

2.8K starsJun 12, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add f5/unovis
#16

Semiotic

Similarity 121Trust 94Excellent 100

React data visualization library for streaming, networks, and AI-assisted development

2.7K starsJun 13, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add nteract/semiotic

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 Spotlight 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.