Keboola vs agentl
Keboola is an MCP server published by keboola. Marketplaces we read that list it: 1 (Docker MCP Catalog). agentl is an MCP server published by arimayuji. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. 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 |  Keboola |  agentl |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:1089ff9910ee Forks (GitHub): 24 Pulls (Docker Hub): 13 753 Stars (Docker Hub): 0 Stars (GitHub): 85 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.9.0 Forks (GitHub): 0 Stars (GitHub): 1 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 | agentl |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 85 (better) | 1 (worse) |
| Pulls (Docker Hub) (differs) | 13 753 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 24 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/keboola-mcp) | On your machine (agentl-etl) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 33 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | 3, secrets among them: 0 |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/keboola/mcp-server | github.com/arimayuji/agentl |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen (differs) | 2026-10-11 | 2026-10-16 |
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
Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.
agentl
Validate, plan, preview and run YAML data pipelines (ETL with LLM steps) and debug failed runs.
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)
agentl As a local MCP server: PyPI package
claude mcp add --transport stdio agentl -- uvx agentl-etl mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of agentl 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 agentl asks for
AGENTL_DBAGENTL_MODELAGENTL_PROVIDER
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Keboola · What it can do: agentl · 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.