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Comparison

Keboola vs JSONPad

Keboola is an MCP server published by keboola. Marketplaces we read that list it: 1 (Docker MCP Catalog). JSONPad is an MCP server published by jsonpad.io. 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

Where each is published
MarketplaceKeboolaJSONPad
Docker MCP Catalog Listed
Version: sha256:1089ff9910ee
Forks (GitHub): 24
Pulls (Docker Hub): 13 686
Stars (Docker Hub): 0
Stars (GitHub): 85
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.0
Downloads/month (npm): 163
Downloads/week (npm): 19
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

Keboola vs JSONPad
FactKeboolaJSONPad
Marketplaces that list it11
Stars (GitHub) (differs)85No figure on GitHub
Pulls (Docker Hub) (differs)13 686No figure on Docker Hub
Forks (GitHub) (differs)24No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/keboola-mcp)Remote server (mcp.jsonpad.io/api)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)33Not published
Environment variables it asks for (differs)2, secrets among them: 13, secrets among them: 1
Licence (differs)MITNot stated
Repository (differs)github.com/keboola/mcp-serverNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

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

Keboola

In its own words, on Docker MCP Catalog:

Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.

JSONPad

In its own words, on Official MCP Registry:

Build and run a JSONPad backend: lists, items, indexes, write rules, schema sync, history, flows.

How to run each

Keboola As a local MCP server: Docker image

Claude Code
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-mcp

Requires: KBC_STORAGE_TOKEN (secret)

JSONPad As a remote MCP server

Claude Code
claude mcp add --transport http jsonpad https://mcp.jsonpad.io/api --header "Authorization: Bearer <YOUR_TOKEN>"

Requires: JSONPAD_API_TOKEN (secret), Authorization header

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of JSONPad publish no list of tools, so we do not compare tools.

Settings each asks for

Only Keboola asks for

  • KBC_STORAGE_TOKEN (secret)
  • KBC_WORKSPACE_SCHEMA

Only JSONPad asks for

  • JSONPAD_API_TOKEN (secret)
  • JSONPAD_READ_ONLY
  • JSONPAD_TOOLSETS

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Keboola · What it can do: JSONPad · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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.

Where the data comes from: how the catalog is built