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.

17 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 · 90,551

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 · 76,712

codebase-memory-mcpGitHub · DeusData

A high-performance MCP server that builds local persistent knowledge graphs for millisecond-latency code intelligence and structural queries.

Active in the last 30 days · 42,975

lokiGitHub · grafana

A horizontally-scalable, highly-available, multi-tenant log aggregation system inspired by Prometheus.

Active in the last 30 days · 28,873

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 · 10,904

steampipeGitHub · turbot

A zero-ETL tool to query APIs and cloud services directly using SQL without data replication.

Active in the last 30 days · 7,957

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 · 6,863

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 · 5,108

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 · 3,135

rillGitHub · rilldata

A code-first business intelligence platform that uses SQL and YAML to define metrics and provides data access interfaces for AI agents.

Active in the last 30 days · 2,877

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 · 5,708

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 · 4,684

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 · 66,050

massingGitHub · ibuilder

Open-source, self-hosted, IFC-native AEC platform featuring in-browser BIM modeling, a general contractor portal, and development proforma tools.

Active in the last 30 days · 136

mureoGitHub · logly

Local-first AI ad ops control plane supporting Google Ads, Meta Ads, and cross-platform analysis.

Active in the last 30 days · 44

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 · 2,264

mcp-dashboardsGitHub · KyuRish

An MCP server that renders interactive charts, dashboards, and KPI widgets directly inside AI chat clients.

Active in the last 30 days · 46