clariBI vs io.github.eghuzefa/engineer-your-data
clariBI is an MCP server published by claribi.com. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.eghuzefa/engineer-your-data is an MCP server published by eghuzefa. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace | ||
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.0 No figure published Not marked · First seen |
Listed Version: 0.1.3 Downloads/month (PyPI): 119 Downloads/week (PyPI): 32 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | clariBI | io.github.eghuzefa/engineer-your-data |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (claribi.com/mcp/v1) | On your machine (engineer-your-data) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/ics-cz/claribi | Not stated |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Not responding since 2026-10-16 | no remote endpoint we check |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
clariBI
AI business intelligence: sign up, ingest data, run analyses, generate reports from any MCP client.
io.github.eghuzefa/engineer-your-data
MCP server for data engineering: validation, transformation, visualization, and APIs.
How to run each
clariBI As a remote MCP server
claude mcp add --transport http claribi https://claribi.com/mcp/v1/io.github.eghuzefa/engineer-your-data As a local MCP server: PyPI package
claude mcp add --transport stdio engineer-your-data -- uvx engineer-your-dataCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only clariBI has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: clariBI · What it can do: io.github.eghuzefa/engineer-your-data · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.