Top ANALYTICS GitHub Repositories & Tools (2026)

👾 AI-native Visual Analytics framework build for agents.

tirreno is a security framework. Detect cyberfraud, account takeovers, and business logic abuse inside your product.

Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP). Mondrian + Apache Calcite.

A minimalistic analytics package for Laravel with seamless view tracking for Eloquent models

Grafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage. Grafeo supports both LPG and RDF and all major query languages.

Apache StreamPipes - A self-service (Industrial) IoT toolbox to enable non-technical users to connect, analyze and explore IoT data streams.

Use CH-UI to work with your data from Click House self-hosted with a user-friendly interface. CH-UI is a modern and feature-rich user interface for ClickHouse databases. It offers an intuitive platform for querying ClickHouse databases, executing queries, and visualizing metrics about your instance.

Open, SQL-native time-series database for telemetry you need to keep. 34M+ records/sec ingestion, 8M+ rows/sec queries. InfluxDB Line Protocol and Telegraf compatible. Open Parquet on your storage. Single binary. S3/Azure native. Air-gap ready. AGPL-3.0.

Performance analytics, portfolio backtesting, risk analysis, and factsheet reporting in Python

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

Stroom is a highly scalable data storage, processing and analysis platform.

The data-validation toolkit for enhanced dbt (data build tool) PR review

blint is a Binary Linter that checks the security properties and capabilities of your executables. It can also generate a Software Bill-of-Materials (SBOM) for supported binaries.

Knowage is the professional open source suite for modern business analytics over traditional sources and big data systems.

Simple, yet powerful Web- & Product Analytics.

dbt adapter for SQL Server and Azure SQL

A lightweight local first SQL analytics tool. Get your data 🦆 in a row

Free Open Source Matomo Tag Manager - A simple way to manage and maintain all of your (third-party) tags on your website.

Apache Paimon Rust The rust implementation of Apache Paimon.

:rocket: A fast, simple and privacy-friendly way to count hits on your GitHub repositories, websites and more.