Curated topic

Data analysis tools

The focus is which part of data work becomes faster or more reproducible, how the project fits an existing data stack, and what deployment and maintenance cost it introduces.

12 published projects

ragflowGitHub · infiniflow

An open-source RAG engine fusing deep document understanding and agent capabilities to build grounded context layers for LLMs.

Active in the last 30 days · 88,636

grafanaGitHub · grafana

An open-source monitoring and observability platform for querying, visualizing, alerting on, and understanding metrics and logs.

Active in the last 30 days · 76,261

prometheusGitHub · prometheus

A monitoring system that scrapes target metrics, queries them with PromQL, evaluates rules, and triggers alerts when configured conditions are met.

Active in the last 30 days · 65,704

needleGitHub · cactus-compute

A small local-model Python package for tool calling and structured extraction, with offline inference, confidence thresholds, LoRA fine-tuning, and model export.

Active in the last 30 days · 7,225

pydollGitHub · autoscrape-labs

An async Python browser-automation library that talks directly to Chrome DevTools Protocol for page interaction, network control, session requests, and structured extraction.

Active in the last 30 days · 7,025

clearmlGitHub · clearml

A machine-learning development and MLOps platform for experiment tracking, remote orchestration, data versioning, and model workflows with hosted or self-hosted servers.

Active in the last 30 days · 6,824

scanopyGitHub · scanopy

A network documentation platform that continuously discovers and maps topology, hosts, workloads, and application dependencies through scheduled scans.

Active in the last 30 days · 5,332

liamGitHub · liam-hq

A tool that generates interactive ER diagrams from existing database schemas through public-repository links or a CLI workflow for private repositories.

Active in the last 30 days · 5,079

open_deep_researchGitHub · langchain-ai

An open-source deep research agent with configurable models, search tools, and MCP servers that can run through a local LangGraph service and produce research reports.

Active in the last 30 days · 12,636

RathGitHub · Kanaries

A visual exploratory-data-analysis tool that recommends charts and insights while supporting manual exploration, data wrangling, and experimental causal analysis.

Active in the last 30 days · 4,674

Apache DevLakeGitHub · apache

An engineering data platform that unifies sources such as GitHub, GitLab, Jira, Jenkins, and SonarQube for DORA and delivery analytics in Grafana.

Active in the last 30 days · 3,100

Money Manager ExGitHub · moneymanagerex

A cross-platform personal finance app for accounts, budgets, cash-flow forecasts, and reports, backed by a portable SQLite database.

Active in the last 30 days · 2,255