Alternatives

Records alternatives for AI agents.

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

Current skill

Records

SQL for Humans™

96
Quality
84
Trust
7.2K
Stars
#1

Sqlmodel

Similarity 140Trust 88Excellent 100

SQL databases in Python, designed for simplicity, compatibility, and robustness.

18K starsJun 18, 2026 pushdata-analysisPythonSQL
$ npx skills add fastapi/sqlmodel
#2

Sqlalchemy

Similarity 139Trust 87Excellent 100

The Database Toolkit for Python

12K starsJun 18, 2026 pushdata-analysisPythonSQL
$ npx skills add sqlalchemy/sqlalchemy
#3

Drizzle Orm

Similarity 135Trust 87Excellent 100

ORM

35K starsJun 20, 2026 pushdata-analysisTypeScriptSQL
$ npx skills add drizzle-team/drizzle-orm
#4

Sqlc

Similarity 134Trust 87Excellent 100

Generate type-safe code from SQL

18K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add sqlc-dev/sqlc
#5

Sea Orm

Similarity 132Trust 85Excellent 100

🐚 A powerful relational ORM for Rust

9.7K starsJun 18, 2026 pushdata-analysisRustSQL
$ npx skills add SeaQL/sea-orm
#6

Sqlfluff

Similarity 131Trust 88Excellent 100

A modular SQL linter and auto-formatter with support for multiple dialects and templated code.

9.8K starsJun 19, 2026 pushdata-analysisPythonSQL
$ npx skills add sqlfluff/sqlfluff
#7

Spark

Similarity 127Trust 87Excellent 100

Apache Spark - A unified analytics engine for large-scale data processing

43K starsJun 20, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/spark
#8

Flink

Similarity 126Trust 87Excellent 100

Apache Flink

26K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/flink
#9

Timescaledb

Similarity 126Trust 85Excellent 100

A time-series database for high-performance real-time analytics packaged as a Postgres extension

23K starsJun 20, 2026 pushdata-analysisCSQL
$ npx skills add timescale/timescaledb
#10

Sqlx

Similarity 126Trust 88Excellent 100

🧰 The Rust SQL Toolkit. An async, pure Rust SQL crate featuring compile-time checked queries without a DSL. Supports PostgreSQL, MySQL, and SQLite.

17K starsJun 11, 2026 pushdata-analysisRustSQL
$ npx skills add transact-rs/sqlx
#11

Citus

Similarity 125Trust 86Excellent 100

Distributed PostgreSQL as an extension

13K starsJun 18, 2026 pushdata-analysisCSQL
$ npx skills add citusdata/citus
#12

Beam

Similarity 124Trust 88Excellent 100

Apache Beam is a unified programming model for Batch and Streaming data processing.

8.6K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/beam
#13

Datafusion

Similarity 124Trust 86Excellent 100

Apache DataFusion SQL Query Engine

8.9K starsJun 20, 2026 pushdata-analysisRustSQL
$ npx skills add apache/datafusion
#14

Exposed

Similarity 124Trust 85Excellent 100

Kotlin SQL Framework

9.3K starsJun 18, 2026 pushdata-analysisKotlinSQL
$ npx skills add JetBrains/Exposed
#15

Sqlglot

Similarity 122Trust 86Excellent 100

Python SQL Parser and Transpiler

9.3K starsJun 20, 2026 pushdata-analysisPythonSQL
$ npx skills add tobymao/sqlglot
#16

Pandas

Similarity 119Trust 90Excellent 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

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 Records if it already passes your workflow test and repository review.

Next step

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