#1
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 20, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflowAlternatives
Instill Core alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Instill Core
🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications
97
Quality
81
Trust
2.3K
Stars
#2
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway#3
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect#4
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#5
🕸️ Web apps in pure Python 🐍
29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#6
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
21K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte#7
TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具
15K starsJun 14, 2026 pushdata-analysisPythonCSV
$ npx skills add JoeanAmier/TikTokDownloader#8
A terminal spreadsheet multitool for discovering and arranging data
9.1K starsJun 13, 2026 pushdata-analysisPythonCSV
$ npx skills add saulpw/visidata#9
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
40K starsJun 20, 2026 pushdata-analysisGoSQL
$ npx skills add pingcap/tidb#10
Free universal database tool and SQL client
51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver#11
ClickHouse® is a real-time analytics database management system
48K starsJun 21, 2026 pushdata-analysisC++SQL
$ npx skills add ClickHouse/ClickHouse#12
🏆 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#13
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#14
REST API for any Postgres database
27K starsJun 20, 2026 pushdata-analysisHaskellSQL
$ npx skills add PostgREST/postgrest#15
GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.
21K starsJun 11, 2026 pushdata-analysisCData Analysis
$ npx skills add allinurl/goaccess#16
📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics
20K starsJun 20, 2026 pushdata-analysisRustBI
$ npx skills add cube-js/cubeHow 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 Instill Core 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.