bigquery-data-analytics vs Import Check: Validate & Clean CSV
bigquery-data-analytics is a plugin bundle for AI coding tools published by gemini-cli-extensions. Marketplaces we read that list it: 3 (Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces). Import Check: Validate & Clean CSV is an MCP server published by LeBorgneAntoine. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. 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 |  bigquery-data-analytics | |
|---|---|---|
| Claude Code: claude-plugins-official | Listed Version: 0.2.5 Forks (GitHub): 4 Stars (GitHub): 50 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Listed Version: 0.2.1 Forks (GitHub): 4 Stars (GitHub): 50 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.2.0 No figure published 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 | bigquery-data-analytics | Import Check: Validate & Clean CSV |
|---|---|---|
| Marketplaces that list it (differs) | 3 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 50 | No figure on GitHub |
| Forks (GitHub) (differs) | 4 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (@toolbox-sdk/server) | Remote server (check.orvel.dev/mcp) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 0 | Not published |
| Parts of the bundle (differs) | 3 | Not a bundle |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/gemini-cli-extensions/bigquery-data-analytics | Not stated |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 9 h ago |
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
bigquery-data-analytics
Connect, query, and generate data insights for BigQuery datasets and data.
Import Check: Validate & Clean CSV
Validate and prepare CSV; reconcile two tables with exact keys and full findings. Fixed free demos.
How to run each
bigquery-data-analytics As a Claude Code plugin
/plugin install bigquery-data-analytics@claude-plugins-officialImport Check: Validate & Clean CSV As a remote MCP server
claude mcp add --transport http import-check https://check.orvel.dev/mcp --header "Authorization: Bearer <YOUR_TOKEN>"Requires: Authorization header
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only Import Check: Validate & Clean CSV 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
The marketplaces of Import Check: Validate & Clean CSV publish no settings it asks for, so we do not compare settings.
What it can do: bigquery-data-analytics · What it can do: Import Check: Validate & Clean CSV · Compare two other plugins
Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. 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.