Alternatives

LakeSoul alternatives for AI agents.

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

Current skill

LakeSoul

LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.

100

Quality

Trust

3.2K

Stars

Sail

Similarity 139Trust 93Excellent 100

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

3.0K starsJun 16, 2026 pushdata-analysisRustSQL

$ npx skills add lakehq/sail

Dinky

Similarity 138Trust 92Excellent 100

Dinky is a real-time data development platform based on Apache Flink, enabling agile data development, deployment and operation.

3.7K starsApr 20, 2026 pushdata-analysisJavaSQL

$ npx skills add DataLinkDC/dinky

Roapi

Similarity 131Trust 91Excellent 100

Create full-fledged APIs for slowly moving datasets without writing a single line of code.

3.4K starsMar 25, 2026 pushdata-analysisRustSQL

$ npx skills add roapi/roapi

Datafusion Ballista

Similarity 130Trust 91Excellent 100

Apache DataFusion Ballista Distributed Query Engine

2.1K starsJun 16, 2026 pushdata-analysisRustSQL

$ npx skills add apache/datafusion-ballista

Calcite

Similarity 130Trust 93Excellent 100

Apache Calcite

5.1K starsJun 15, 2026 pushdata-analysisJavaSQL

$ npx skills add apache/calcite

Ignite

Similarity 130Trust 93Excellent 100

Apache Ignite

5.1K starsJun 15, 2026 pushdata-analysisJavaSQL

$ npx skills add apache/ignite

Drill

Similarity 128Trust 91Excellent 100

Apache Drill is a distributed MPP query layer for self describing data

2.0K starsJun 11, 2026 pushdata-analysisJavaSQL

$ npx skills add apache/drill

Flink Streaming Platform Web

Similarity 125Trust 86Excellent 86

基于flink的实时流计算web平台

1.9K starsDec 2, 2025 pushdata-analysisJavaSQL

$ npx skills add zhp8341/flink-streaming-platform-web

Datafusion Sqlparser Rs

Similarity 123Trust 91Excellent 100

Extensible SQL Lexer and Parser for Rust

3.4K starsJun 15, 2026 pushdata-analysisRustSQL

$ npx skills add apache/datafusion-sqlparser-rs

#10

Proton

Similarity 123Trust 93Excellent 100

⚡ Fastest SQL ETL pipeline in a single C++ binary, built for stream processing, observability, analytics and AI/ML

2.2K starsJun 11, 2026 pushdata-analysisC++SQL

$ npx skills add timeplus-io/proton

#11

Ytsaurus

Similarity 123Trust 91Excellent 100

YTsaurus is a scalable and fault-tolerant open-source big data platform.

2.2K starsJun 16, 2026 pushdata-analysisC++SQL

$ npx skills add ytsaurus/ytsaurus

#12

Spotless

Similarity 122Trust 92Excellent 100

Keep your code spotless

5.5K starsJun 16, 2026 pushdata-analysisJavaSQL

$ npx skills add diffplug/spotless

#13

OrientDB is the most versatile DBMS supporting Graph, Document, Reactive, Full-Text and Geospatial models in one Multi-Model product. OrientDB can run distributed (Multi-Master), supports SQL, ACID Transactions, Full-Text indexing and Reactive Queries.

5.0K starsJun 16, 2026 pushdata-analysisJavaSQL

$ npx skills add orientechnologies/orientdb

#14

EsProc

Similarity 122Trust 93Excellent 100

esProc SPL is a JVM-based programming language designed for structured data computation, serving as both a data analysis tool and an embedded computing engine.

4.7K starsJun 16, 2026 pushdata-analysisJavaSQL

$ npx skills add SPLWare/esProc

#15

Awesome Data Analysis

Similarity 122Trust 93Excellent 100

🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.

1.4K starsJun 2, 2026 pushdata-analysisSQLClaude Code

$ npx skills add PavelGrigoryevDS/awesome-data-analysis

#16

Liquibase

Similarity 122Trust 89Excellent 100

Main Liquibase Source