hatchmoment. scored by care · not by stars

🗄 Data & Databases

66 fresh data & databases projects, scored by craft.

All languages PythonTypeScriptRustGoJupyter NotebookR rare finds
All kinds Databases & engines 13 Pipelines & ETL 22 Analytics & BI 18 Data quality 5 More 8
sort: ★ Best ◷ Newest

Databases & engines

13
areev rare find

Areev: immutable, content-addressed memory engine for AI agents

Fast, tamper-proof agent memory with built-in governance

RustDatabases & enginesagent-memoryai-agents
2w ago
forgekv rare find

ForgeKV: a Rust persistent key-value store with WAL, replication, and metrics

Feature‑rich, zero‑unsafe, high‑performance KV engine

RustDatabases & enginesconcurrencydatabase
3w ago
inlaysql notable

InlaySQL: a single-file, serverless Rust DB with native vector search

Embedded DB with vector queries

RustDatabases & enginesbm25database
1w ago

Mongoose adapter for Better Auth, enabling native models and populate

Removes raw MongoDB dependency and schema mismatches

TypeScriptDatabases & enginesauthenticationbetter-auth
3w ago

Pure .NET ADO.NET provider for Access .mdb/.accdb files

Works without Microsoft Access or ODBC

C#Databases & enginesaccdbaccess
3w ago
llm-safe-sql notable

Safely runs LLM‑generated UPDATE/DELETE statements, shows real before‑after diffs

Real‑world verification of AI‑written SQL

TypeScriptDatabases & enginesai-safetydatabase
3w ago
clicklisp notable

clicklisp: Lisp-powered query compiler and UDF runtime for ClickHouse

Turns Lisp forms into ClickHouse SQL, runs as a single binary

Common LispDatabases & engines
3w ago
webtiles-cpp notable

C++ library for WebTiles format, enabling fast tile storage and conversion

Provides native C++ API and CLI converters for map tiles

C++Databases & engines
2026-06-27
stplr notable

A self-managing, horizontally‑scaling distributed key/value store

Fast binary protocol, easy shard‑based scaling

RustDatabases & enginesdatabasedistributed-systems
2026-06-20
go-database notable

Unified database middleware/API for multiple DB types

Supports 6 DB engines with unified REST API and admin dashboard

GoDatabases & engines
2026-06-09
connector.nvim notable

Neovim plugin for interactive database queries with Rust backend

Integrates DB work directly in Neovim

Databases & engines
2026-05-29
Silkroad_database worth a look

SilkRoad DB: a ready‑to‑run PostgreSQL schema for multi‑channel fashion retail

Full SQL scripts, seed data, Supabase support

PLpgSQLDatabases & engines
2026-05-24

Pipelines & ETL

22

Zero‑downtime, self‑verifying DB migration platform for PostgreSQL & MySQL

Ensures live migrations stay correct without outages

GoPipelines & ETLauroraaws
2w ago

AI-powered document chunking pipeline for RAG systems with quality guardrails

Efficient, context-aware chunking with gpt-5.4-nano reduces costs while maintaining data integrity

Pipelines & ETL
2026-05-29

Open-source earthquake monitoring platform aggregating satellite, citizen, and media data.

Combines diverse data sources with daily updates.

PythonPipelines & ETLcivic-techcolombia
2w ago

Physics-based drilling telemetry simulator generating realistic synthetic data

Creates deterministic, full‑rig drilling datasets

PythonPipelines & ETLdirectional-drillingdrilling
2w ago

Automated pipeline generating daily P/E ratios for Ibovespa and S&P 500

Provides reproducible, gap-aware valuation metrics

PythonPipelines & ETL
3w ago

Data engineering platform for synthetic customer engagement pipelines

Full-featured, testable Spark pipelines with Delta Lake

PythonPipelines & ETLapache-sparkdata-engineering
3w ago

ArcGIS Pro tool to batch attach files to feature layer records

Automates attachment matching and loading for GIS data

PythonPipelines & ETL
2026-06-22

SAP SAC monitoring data pipeline loading usage stats into SAP Datasphere

Automates extract‑transform‑load with robust error handling

PythonPipelines & ETLgone
2026-05-31
BursaTekka notable

Automated Bursa Malaysia stock screener sending daily Telegram alerts

Provides ready‑to‑run daily stock signals via Telegram

PythonPipelines & ETLgone
2026-07-20

n8n node for RelataSQL – run queries and manage writes via API

Provides ready‑to‑use RelataSQL actions in n8n

TypeScriptPipelines & ETL
2026-06-15

dbt transformation layer for e‑commerce price analytics

Ready‑to‑run dbt models for cleaning and aggregating price data

Pipelines & ETL
2026-06-13
canshu_db notable

Excel-to-MySQL import tool with searchable web UI

Ready-to-use import and keyword search

PythonPipelines & ETLgone
2026-06-12
rarecell notable

rarecell: reproducible isolation of rare single‑cell populations

LLM‑guided pipeline with provenance tracking

PythonPipelines & ETLagentic-aianthropic-claude
2026-06-10

CS2 tactical analytics catalog builder for esports match data

Config-driven pipeline to compile match metadata

PythonPipelines & ETL
2026-06-07

Phylogeographic analysis pipeline for Rumex hastatus using ANGSD and SDM

Combines SNP calling, diversity metrics, and SDM

RPipelines & ETL
2026-06-06
GGNR_Codes notable

Replication package to reproduce the Shadow-Rate Model results

Runs R pipeline and Matlab scripts to regenerate paper figures

MATLABPipelines & ETL
2026-06-06

Quantitative intelligence project for data analysis

Organized structure suggests a complex data processing or financial analysis tool

PythonPipelines & ETL
2026-06-05

ETL pipeline that reconciles partner billing with internal subscription data

Provides audit‑ready, end‑to‑end reconciliation without needing Spark

PythonPipelines & ETL
2026-05-31
duka-data notable

Python tool that pulls and compiles Dukascopy tick data into OHLC bars

No API key, pure Python, easy to use

PythonPipelines & ETLalgorithmic-tradingbacktesting
2026-05-24
Pinterest-Scraper worth a look

CLI scraper that downloads Pinterest images via ChromeDriver

Useful for bulk image collection without API limits

RustPipelines & ETLchrome-driverpinterest
2026-05-26
teiko-technical worth a look

Simple pipeline for loading cell-count CSV data and generating analysis plots

SQLite backend plus simple dashboard

TypeScriptPipelines & ETLgone
2026-05-24
spartanburg-feeds worth a look

Automated civic feed aggregator that pulls RSS and social feeds for Spartanburg

Simple script to collect and output feeds

PythonPipelines & ETL
2026-05-31

Analytics & BI

18
SPAC-Viz rare find

Solar PFSS analysis & visualization toolkit for solar physicists

Reproducible, interactive, niche

PythonAnalytics & BIadaptdigistar
1w ago
umami-2 rare find

A privacy-focused, self-hosted alternative to Google Analytics

Cookie-less tracking with a polished, professional UI

Analytics & BI
2w ago
echo-insights notable

Serverless sustainability analytics platform for food companies

Combines operational impact with consumer sentiment

TypeScriptAnalytics & BIdrizzle-ormexpress
2w ago
kimono-bi notable

Self-hosted e‑commerce BI platform that syncs stores and delivers deep analytics

All‑in‑one analytics for Shopify, WooCommerce, and more

TypeScriptAnalytics & BIagplanalytics
2w ago
veodyn-ce notable

Open-source platform for transportation data analytics and visualization

Self-hosted, unified query, dashboard, and AI assistance

TypeScriptAnalytics & BI
2w ago
setqca-python notable

Native Python library for crisp‑set and fuzzy‑set Qualitative Comparative Analysis

Typed, exact QCA implementation

PythonAnalytics & BIboolean-minimizationcrisp-set
3w ago
FancyFolium notable

FancyFolium: enhanced Folium maps with panels, legends, and stats

Adds UI controls, live histograms, and raster conversion

PythonAnalytics & BI
2026-07-05

Economic data dashboard with AI insights, live data from World Bank API, and interactive charts

Combines multiple data sources, AI-generated insights, and user-friendly interface

TypeScriptAnalytics & BImanus
2026-06-02

AI-powered web app that analyzes CSV/Excel data via natural language

Combines Gemini AI with Streamlit for instant data insights

PythonAnalytics & BI
2026-06-13

Databricks cost‑optimization app delivering in‑workspace usage reports

Privacy‑preserving cost insights directly inside Databricks

PythonAnalytics & BI
2026-06-12

ETF Rotation Radar – daily dashboard for ETF momentum & fundamentals

Automated, category‑ranked ETF analysis

PythonAnalytics & BI
2026-06-07

AI adoption visualizer generates interactive charts for automation adoption and FTE displacement

Provides useful insights into AI adoption trends and impacts

PythonAnalytics & BIgone
2026-06-02
krema_ai_edu notable

Real-time Korean apartment subscription analysis dashboard using public data API

Visualizes subscription trends, competition rates, and regional stats

TypeScriptAnalytics & BI
2026-06-01
VaultViz notable

VaultViz: local desktop data‑visualization tool for Parquet files

Runs locally, no server, visualizes large datasets

TypeScriptAnalytics & BIgone
2026-05-29
SQL-PROJECT notable

SQL data analysis for e-book platform

useful insights

Analytics & BI
2026-05-28

A hub for displacement data and tools.

Simplifies data access and analysis.

TypeScriptAnalytics & BI
2026-05-23

Python script that turns climate CSVs into ready‑made charts

Fast, reproducible visualizations for weather data

Analytics & BI
2026-05-30

Automated pipeline that turns economic data into presentation charts

Creates reproducible charts from multiple sources

Analytics & BI
2026-05-29

Data quality

5
cpdatakit rare find

CPDataKit: toolkit to validate, normalize, summarize and plot crystal‑plasticity data.

Specialized data quality for crystal‑plasticity.

PythonData qualitycrystal-plasticitydata-validation
2w ago

A comprehensive state-by-state catalog of public meeting sources

Provides ready-to-use, validated civic meeting metadata

PythonData qualitycivic-datacivic-tech
2w ago
PloidyPatch notable

PloidyPatch: duplication-aware plant gene-model repair tool

Preserves duplicated gene models with reversible GFF3 patches

HTMLData qualitybioinformaticsgenome-annotation
3w ago
AIQuantLab notable

AIQuantLab: a correctness‑first framework for ingesting and validating market data

Ensures clean, reproducible datasets for quantitative research

PythonData quality
3w ago
csvtriage notable

csvtriage: robust CSV loader that recovers from messy files

detects encoding, fixes rows, reports all actions

PythonData quality
2026-05-31

More

8
mimic_iv rare find

Clinical data science workflow for ICU sepsis patients

Improves mortality outcome analysis

2026-05-30

Point-in-time Polymarket market dataset for research and analysis

Clean, versioned parquet data with timestamps

Jupyter Notebookdatasetparquet
2026-06-12
ragamala-data notable

A curated JSON dataset of Hindustani ragas for music research

Provides ready‑to‑use, validated ragas data

JavaScriptgone
2026-07-12

Reproducible scripts for sepsis antibiotic timing trial using MIMIC‑IV

Enables transparent replication of a critical ICU study

R
2026-06-20

CLI tool that evaluates trading‑strategy backtest sweeps and decides to ship, iterate or kill

Deterministic convergence metrics for quant researchers

Pythonalgorithmic-tradingbacktesting
2026-06-14
tuf-irrigation-data worth a look

Urban farm irrigation dataset with analysis scripts

Real-world irrigation data ready for use

Python
2026-05-30