Dba Python Packages

pg-diag

PostgreSQL diagnostic tool

dbasim

Oracle DBA break-fix simulator: practise real incidents on your own Oracle Database Free

mcp-sql-querystore

Read-only MCP server for SQL Server performance diagnostics — Query Store regressions, wait stats, execution plans, and missing indexes.

mdbkit

Offline toolkit for MongoDB structured logs. Slow query analysis, deterministic index advice, FTDC decoding. Never connects to your database.

requery

Store e run queries on database to help system manager of a Django website

pg-play

Deterministic PostgreSQL diagnostics orchestrator for automation, tools, and AI agents

pg-workload

Profile-driven PostgreSQL workload emulator producing backend activity, query plans, log events, and system statistics for diagnostic analysis.

pg-stand

Declarative PostgreSQL stand manager for reproducible local and containerized test environments across versions and topologies.

pg-configurator

Resource-, workload-, and version-aware PostgreSQL configuration tool

indexwright

Read-only performance advisor for self-hosted MongoDB: slow query shapes, ESR index recommendations, unused and redundant indexes. The Atlas Performance Advisor, for your own servers.

dataxplan

Read PostgreSQL EXPLAIN plans locally: parse, compute self time and estimation error, flag documented problems, compare plans, and guard them in CI. No database connection, deterministic.

safemigrate-lint

Lint Postgres migrations for the operations that actually break production - lock waits, table rewrites, unsafe constraints. GitHub Action, CLI, or pre-commit. MIT.

ch-diag

ClickHouse diagnostic tool

indexdigest

Analyses your database queries and schema and suggests indices and schema improvements

chqce

Estimate the cost of a ClickHouse SQL query before you run it — timing, rows/bytes scanned, and skip-index suggestions, right in your terminal.

pglifecycle

A PostgreSQL schema management tool