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Keboola vs Opik

Keboola is an MCP server published by keboola. Marketplaces we read that list it: 1 (Docker MCP Catalog). Opik is an MCP server published by comet-ml. Marketplaces we read that list it: 3 (Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers)). As of our marketplace pass on 2026-11-08. 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
MarketplaceKeboolaOpik
Docker MCP Catalog Listed
Version: sha256:1089ff9910ee
Forks (GitHub): 23
Pulls (Docker Hub): 14 326
Stars (Docker Hub): 0
Stars (GitHub): 85
Not marked · First seen 		Listed
Version: sha256:0e0d7d33d5eb
Forks (GitHub): 37
Pulls (Docker Hub): 17 337
Stars (Docker Hub): 1
Stars (GitHub): 225
Not marked · First seen
Official MCP Registry Not listed Listed
Version: 3.0.9
Downloads/month (PyPI): 3 591
Downloads/week (PyPI): 778
Forks (GitHub): 37
Stars (GitHub): 225
Not marked · First seen
PyPI (MCP servers) Not listed Listed
Version: 3.0.9
Downloads/month (PyPI): 3 591
Downloads/week (PyPI): 778
Forks (GitHub): 37
Stars (GitHub): 225
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 Opik
FactKeboolaOpik
Marketplaces that list it (differs)1 (worse)3 (better)
Stars (GitHub) (differs)85 (worse)225 (better)
Pulls (Docker Hub) (differs)14 326 (worse)17 337 (better)
Forks (GitHub) (differs)23 (worse)37 (better)
Last release (differs)Not published2026-11-07
Where it runs (differs)On your machine (mcp/keboola-mcp)Remote server or your machine
Transport (differs)stdioStreamable HTTP, stdio
Tools it declares (differs)3313
Environment variables it asks for (differs)2, secrets among them: 14, secrets among them: 1
Licence (differs)MITApache-2.0
Repository (differs)github.com/keboola/mcp-servergithub.com/comet-ml/opik-mcp
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 13 h ago, requires authentication

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.

Opik

In its own words, on Official MCP Registry:

Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

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)

Opik As a remote MCP server

Claude Code
claude mcp add --transport http opik-mcp https://www.comet.com/opik/api/v1/mcp

Requires: OPIK_API_KEY (secret)

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

Only Opik has a remote endpoint we check. How we check endpoints

Tools each declares

Only Keboola declares

  • add_config_row
  • create_config
  • create_flow
  • create_oauth_url
  • create_sql_transformation
  • docs_query
  • find_component_id
  • get_bucket
  • get_component
  • get_config
  • get_config_examples
  • get_flow
Show the remaining 21
  • get_flow_schema
  • get_job
  • get_project_info
  • get_sql_dialect
  • get_table
  • list_buckets
  • list_configs
  • list_flows
  • list_jobs
  • list_tables
  • list_transformations
  • query_data
  • run_job
  • search
  • update_bucket_description
  • update_column_description
  • update_config
  • update_config_row
  • update_flow
  • update_sql_transformation
  • update_table_description

Only Opik declares

  • add-trace-feedback
  • create-project
  • create-prompt
  • get-prompt-version
  • get-prompts
  • get-trace-by-id
  • get-trace-stats
  • get-trace-threads
  • list-projects
  • list-traces
  • opik-integration-docs
  • save-prompt-version
Show the remaining 1
  • search-traces

Both declare

None

Tool names as each marketplace publishes them. More tools is not better in itself: compare what each needs for the job.

Settings each asks for

Only Keboola asks for

  • KBC_STORAGE_TOKEN (secret)
  • KBC_WORKSPACE_SCHEMA

Only Opik asks for

  • COMET_URL_OVERRIDE
  • OPIK_API_BASE_URL
  • OPIK_API_KEY (secret)
  • OPIK_URL
  • OPIK_WORKSPACE
  • OPIK_WORKSPACE_NAME

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

What it can do: Keboola · What it can do: Opik · 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. Package data comes from the Python Package Index (pypi.org). 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