15 best Python Database libraries in 2025
by marketing.admin@openweaver.com 
Updated: Feb 14, 2023
Guide Kit
The Python database libraries are a set of packages that abstract away the complexity of database access, so you can focus on what your application requires. SQLmap is an open source tool that automates the process of finding vulnerabilities in web applications by listening on port 80 and searching for specific strings in web pages. It can be used to find any type of issue in the database and even inject commands into the application, resulting in a successful exploitation. But there are other tools like edgedb or sqlmodel that can help you automate the entire process of finding vulnerabilities in your database. Popular open source Python database libraries among developers include
sqlmapby sqlmapproject
27305 Version:1.7Automatic SQL injection and database takeover tool
sqlmapby sqlmapproject
Python 27305 Version:1.7 License: Others (Non-SPDX)
fashion-mnistby zalandoresearch
10843 Version:CurrentA MNIST-like fashion product database. Benchmark :point_down:
fashion-mnistby zalandoresearch
Python 10843 Version:Current License: Permissive (MIT)
qby harelba
9880 Version:latestq - Run SQL directly on delimited files and multi-file sqlite databases
qby harelba
Python 9880 Version:latest License: Strong Copyleft (GPL-3.0)
edgedbby edgedb
11190 Version:v2.12A graph-relational database with declarative schema, built-in migration system, and a next-generation query language
edgedbby edgedb
Python 11190 Version:v2.12 License: Permissive (Apache-2.0)
sqlmodelby tiangolo
10021 Version:0.0.8SQL databases in Python, designed for simplicity, compatibility, and robustness.
sqlmodelby tiangolo
Python 10021 Version:0.0.8 License: Permissive (MIT)
mindsdbby mindsdb
16605 Version:v23.6.3.1MindsDB is a Server for Artificial Intelligence Logic. Enabling developers to ship AI powered projects to production in a fast and scalable way.
mindsdbby mindsdb
Python 16605 Version:v23.6.3.1 License: Strong Copyleft (GPL-3.0)
asyncpgby MagicStack
6034 Version:v0.27.0A fast PostgreSQL Database Client Library for Python/asyncio.
asyncpgby MagicStack
Python 6034 Version:v0.27.0 License: Permissive (Apache-2.0)
sqlalchemyby sqlalchemy
7352 Version:rel_2_0_16The Database Toolkit for Python
sqlalchemyby sqlalchemy
Python 7352 Version:rel_2_0_16 License: Permissive (MIT)
tinydbby msiemens
5899 Version:v4.7.1TinyDB is a lightweight document oriented database optimized for your happiness :)
tinydbby msiemens
Python 5899 Version:v4.7.1 License: Permissive (MIT)
bigchaindbby bigchaindb
3974 Version:v2.2.2Meet BigchainDB. The blockchain database.
bigchaindbby bigchaindb
Python 3974 Version:v2.2.2 License: Permissive (Apache-2.0)
dj-database-urlby jacobian
1184 Version:CurrentUse Database URLs in your Django Application.
dj-database-urlby jacobian
Python 1184 Version:Current License: Permissive (BSD-2-Clause)
safety-dbby pyupio
636 Version:CurrentA curated database of insecure Python packages
safety-dbby pyupio
Python 636 Version:Current License: Others (Non-SPDX)
django-db-mailerby LPgenerator
241 Version:2.4.0Django module to easily send emails/sms/tts/push using django templates stored on database and managed through the Django Admin
django-db-mailerby LPgenerator
Python 241 Version:2.4.0 License: Strong Copyleft (GPL-2.0)
db-to-sqliteby simonw
292 Version:1.5CLI tool for exporting tables or queries from any SQL database to a SQLite file
db-to-sqliteby simonw
Python 292 Version:1.5 License: Permissive (Apache-2.0)
osrsbox-dbby osrsbox
194 Version:CurrentA complete and up-to-date database of Old School Runescape (OSRS) items, monsters and prayers
osrsbox-dbby osrsbox
Python 194 Version:Current License: Strong Copyleft (GPL-3.0)