Ross ROSS = Recommend OSS · open-source software intelligence for agents

spiculedata/saiku

Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP). Mondrian + Apache Calcite. observed · 2026-08-28

github.com/spiculedata/saiku · homepage · Java · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

98/100

  • Activity 99
  • Release rhythm 95
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 1.0
  • age_days: 5446
  • days_rel: 32
  • days_push: 8
  • n_releases_24m: 25

Full methodology

Adoption not part of the score

1316 stars · 655 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Saiku is an open-source semantic layer and OLAP analytics server built on Mondrian and Apache Calcite, exposing one cube to Excel (MDX/XMLA), browser dashboards, and AI agents via a typed REST API and MCP. It is deployed as a Java web application with a Docker image and a drag-and-drop web UI.

Use cases

  • query olap cubes from excel via mdx and xmla
  • build drag-and-drop bi dashboards in the browser
  • let ai agents query a semantic layer without writing mdx
  • run sql analytics over a lakehouse with trino and iceberg
  • self-host an open-source business intelligence server
  • expose a single semantic model to multiple bi tools

When to choose

  • you need a self-hosted open-source semantic layer serving Excel, dashboards, and AI agents from one cube
  • your team already uses Mondrian/MDX and wants a modern Calcite-based backend
  • you want MCP support so LLM agents can query analytics safely

When to avoid

  • you only need lightweight SQL dashboards without OLAP modeling
  • you prefer a fully managed commercial BI suite
  • your stack is not Java/JVM-friendly and you cannot run Docker

Facets

application · maturity active

analytics search-engine api-framework mcp data-visualization chat-interface analytics databases data-visualization large-language-models self-hosted jvm self-hosted browser cross-platform semantic-layer olap mdx xmla mondrian apache-calcite business-intelligence cubes excel dashboards ai-agents docker web-server

2 sources

Member repositories

RepositoryRoleHealth v2
spiculedata/saikumain98

For agents

markdown · JSON · MCP: product_card(name="spiculedata/saiku")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem