Keboola vs Hunch
Hunch is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.
Keboola is an MCP server published by keboola. Marketplaces we read that list it: 1 (Docker MCP Catalog). Hunch is a plugin bundle for AI coding tools published by Hunch. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-23. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Keboola | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:1089ff9910ee Forks (GitHub): 24 Pulls (Docker Hub): 13 932 Stars (Docker Hub): 0 Stars (GitHub): 85 Not marked · First seen |
Not listed |
| Community marketplace eddy1919/hunch-mcp | Not listed | Removed on 2026-10-15 Version: 1.2.0 Forks (GitHub): 0 Stars (GitHub): 0 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 | Keboola | Hunchno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 85 | 0 |
| Pulls (Docker Hub) (differs) | 13 932 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 24 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/keboola-mcp) | Remote server (hunchsheet.app/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 33 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| Parts of the bundle (differs) | Not a bundle | 5 |
| Licence | MIT | MIT |
| Repository (differs) | github.com/keboola/mcp-server | github.com/eddy1919/hunch-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-11 | 2026-10-13 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of Hunch
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Drop a CSV and get meaningful, actionable data insights — no formulas or coding required, even no questions needed. Autonomous exploratory analysis and guided investigation…
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AI data analyst: ask about your Excel, CSV, GA4 or database data and get charts and dashboards back
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First-pass data analysis toolkit: correlations, PII flagging, anomalies, hypothesis tests, data dictionaries, and trend analysis on a dataset in a folder.
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Ask questions about a CSV in plain English and get answers, charts and cleaned data back.
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Upload spreadsheets, get plain-English analysis with real computed charts and quality scores.
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The full AI Analyst skill system for data analysis in Claude Cowork: decision framing, data profiling, validated analysis, visualization, and a working-folder memory that learns…
What each says it does
Keboola
Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.
Hunch
Connects the Hunch remote MCP server (https://hunchsheet.app/mcp, sign in with your Hunch key) and adds a skill plus /hunch:hunch-check, /hunch:hunch-tag and /hunch:hunch-score for CSV columns.
How to run each
Keboola As a local MCP server: Docker image
claude mcp add --env "KBC_STORAGE_TOKEN=<YOUR_KBC_STORAGE_TOKEN>" --transport stdio keboola-mcp -- docker run -i --rm -e KBC_STORAGE_TOKEN mcp/keboola-mcpRequires: KBC_STORAGE_TOKEN (secret)
Hunch
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of Hunch publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of Hunch publish no settings it asks for, so we do not compare settings.
What it can do: Keboola · What it can do: Hunch · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.