Alternatives

Mlsql alternatives for AI agents.

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

Current skill

Mlsql

inferring sql queries from plain-text questions about tables

51
Quality
67
Trust
918
Stars
#1

Dataset

Similarity 138Trust 92Excellent 100

Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.

4.9K starsApr 12, 2026 pushdata-analysisPythonSQL
$ npx skills add pudo/dataset
#2

Alembic

Similarity 138Trust 92Excellent 100

A database migrations tool for SQLAlchemy.

4.2K starsMay 31, 2026 pushdata-analysisPythonSQL
$ npx skills add sqlalchemy/alembic
#3

Pg Activity

Similarity 137Trust 92Excellent 100

pg_activity is a top like application for PostgreSQL server activity monitoring.

3.0K starsJun 16, 2026 pushdata-analysisPythonSQL
$ npx skills add dalibo/pg_activity
#4

Sqllineage

Similarity 136Trust 92Excellent 100

SQL Lineage Analysis Tool powered by Python

1.7K starsJun 12, 2026 pushdata-analysisPythonSQL
$ npx skills add reata/sqllineage
#5

Pypika

Similarity 136Trust 90Excellent 96

PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.

2.9K starsFeb 4, 2026 pushdata-analysisPythonSQL
$ npx skills add kayak/pypika
#6

Bigdata Analyse

Similarity 132Trust 79Strong 78

大数据分析项目

5.2K starsApr 27, 2023 pushdata-analysisPythonSQL
$ npx skills add TurboWay/bigdata_analyse
#7

OpenUpgrade

Similarity 131Trust 85Excellent 87

Open source upgrade path for Odoo/OpenERP

953 starsJun 16, 2026 pushdata-analysisPythonSQL
$ npx skills add OCA/OpenUpgrade
#8

Connector X

Similarity 131Trust 92Excellent 100

Fastest library to load data from DB to DataFrames in Rust and Python

2.6K starsMay 25, 2026 pushdata-analysisRustSQL
$ npx skills add sfu-db/connector-x
#9

Snowflake Connector Python

Similarity 131Trust 85Excellent 86

Snowflake Connector for Python

727 starsJun 11, 2026 pushdata-analysisPythonSQL
$ npx skills add snowflakedb/snowflake-connector-python
#10

Flask AppBuilder

Similarity 130Trust 93Excellent 100

Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/

5.0K starsJun 5, 2026 pushdata-analysisPythonSQL
$ npx skills add dpgaspar/Flask-AppBuilder
#11

Sqlmesh

Similarity 130Trust 95Excellent 100

Scalable and efficient data transformation framework - backwards compatible with dbt.

3.1K starsJun 13, 2026 pushdata-analysisPythonSQL
$ npx skills add SQLMesh/sqlmesh
#12

Sql Explorer

Similarity 129Trust 79Strong 70

SQL reporting that Just Works. Fast, simple, and confusion-free. Write and share queries in a delightful SQL editor, with AI assistance.

2.9K starsApr 23, 2025 pushdata-analysisPythonSQL
$ npx skills add explorerhq/sql-explorer
#13

Aioway

Similarity 129Trust 95Excellent 100

AI on the way. An auto deep learning pipe dream. An RDBMS approach to deep learning. Declarative, explainable, scalable, optimizable, easy to deploy, all that good stuff.

1.8K starsJun 16, 2026 pushdata-analysisPythonSQL
$ npx skills add rentruewang/aioway
#14

Djongo

Similarity 128Trust 92Excellent 100

Django and MongoDB database connector

1.9K starsMay 28, 2026 pushdata-analysisPythonSQL
$ npx skills add doableware/djongo
#15

Sqlfmt

Similarity 128Trust 81Strong 80

sqlfmt formats your dbt SQL files so you don't have to

538 starsJun 12, 2026 pushdata-analysisPythonSQL
$ npx skills add tconbeer/sqlfmt
#16

Pandas

Similarity 128Trust 98Excellent 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 Mlsql 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.