Repository Index

BeanQueue, a lightweight Python task queue framework based on SQLAlchemy, PostgreSQL SKIP LOCKED queries and NOTIFY / LISTEN statements.

• postgresql
• python
• queue
• sqlalchemy

PostgreSQL database driver for MicroPython

Firebase implementation for Micropython optimized for ESP32

• micropython
• micropython-esp32
• firebase-realtime-database
• micropython-lib

Persistent decision memory for AI agents: rationale, rejected approaches, and entity history. Connect any compatible agent through local MCP or the CLI.

• agent-memory
• agent-trace
• ai-agent-reasoning
• ai-agents

A modern, Pythonic ORM for TypeDB with an Attribute-based API that aligns with TypeDB's type system.

• orm
• typedb
• typeql
• pydantic

Pure uPython MySQL Client

Multi-head SSH honeypot system.

• honeypot
• paramiko
• ssh-server
• database

A book that demonstrates how to perform typical table data operations using PRQL and DuckDB.

• dplyr
• duckdb
• polars
• prql

Nova DSO Tracker is an open-source Flask application for astrophotographers, providing real-time tracking of deep-sky objects' altitude, observability prediction, and integration with Stellarium and SIMBAD databases.

• astrophotography
• astronomy
• ephem
• flask

A redis client implementation designed for use with micropython

Data logistics system enabling real-time pathogen surveillance. Built for the Seattle Flu Study.

• postgres
• postgresql
• python
• infectious-disease

A low-memory json-based database for MicroPython

Leaderboards backed by Redis in Python

High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-only, MCP.

• claude-code
• llm
• mcp
• memory

Declarative data quality engine. Define checks in YAML, run anywhere.

• airflow
• anomaly-detection
• data-contracts
• data-quality

Boilerplate for a minimal fremp stack app

• flask
• reactjs
• mongodb
• python

Micropython implementation of assisted location services (AGPS)

• python
• micropython
• agps
• gps

Real-time GTFS database loader and ORM library.

Mongoengine Pyramid extension

• python
• pyramid-mongoengine
• pyramid
• mongodb

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

• anomaly-detection
• bigquery
• cli
• data-engineering

Database smell detector

A very minimal Redis client (not only) for MicroPython

[DEPRECATED] A package for storing morphological profiling data.

• profiling
• microscopy
• database

Database version migration module for use in the Play! framework