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SeedBase Test Data vs io.github.schemacrawler/schemacrawler-ai

SeedBase Test Data is an MCP server published by marcelglaeser. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.schemacrawler/schemacrawler-ai is an MCP server published by schemacrawler. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-10-25. 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
MarketplaceSeedBase Test Dataio.github.schemacrawler/schemacrawler-ai
Official MCP Registry Listed
Version: 0.2.2
Downloads/month (npm): 156
Downloads/week (npm): 23
Forks (GitHub): 1
Stars (GitHub): 0
Not marked · First seen
Listed
Version: v17.16.0-1
Forks (GitHub): 4
Stars (GitHub): 12
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:3321b42e2bb8
Forks (GitHub): 4
Pulls (Docker Hub): 14 242
Stars (Docker Hub): 2
Stars (GitHub): 12
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

SeedBase Test Data vs io.github.schemacrawler/schemacrawler-ai
FactSeedBase Test Dataio.github.schemacrawler/schemacrawler-ai
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)0 (worse)12 (better)
Pulls (Docker Hub) (differs)No figure on Docker Hub14 242
Forks (GitHub) (differs)1 (worse)4 (better)
Last release (differs)Not published2026-10-14
Where it runs (differs)Remote server (seedba.se/mcp)On your machine (schemacrawler/schemacrawler-ai:17.16.0-1)
Transport (differs)Streamable HTTPstdio
Tools it declares (differs)Not published8
Environment variables it asks for (differs)1, secrets among them: 113, secrets among them: 2
Licence (differs)Not statedNOASSERTION
Repository (differs)github.com/marcelglaeser/seedbase-nodegithub.com/schemacrawler/schemacrawler-ai
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 4 days agono remote endpoint we check

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

SeedBase Test Data

In its own words, on Official MCP Registry:

Generate realistic, FK-consistent synthetic test data for your databases from your AI assistant.

io.github.schemacrawler/schemacrawler-ai

In its own words, on Official MCP Registry:

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

How to run each

SeedBase Test Data As a remote MCP server

Claude Code
claude mcp add --transport http seedbase https://seedba.se/mcp --header "Authorization: Bearer <YOUR_TOKEN>"

Requires: SEEDBASE_API_KEY (secret), Authorization header

io.github.schemacrawler/schemacrawler-ai As a local MCP server: Docker image

Claude Code
claude mcp add --env "SCHCRWLR_DATABASE_PASSWORD=<YOUR_SCHCRWLR_DATABASE_PASSWORD>" --env "SCHCRWLR_DATABASE_USER=<YOUR_SCHCRWLR_DATABASE_USER>" --transport stdio schemacrawler-ai -- docker run -i --rm -e SCHCRWLR_DATABASE_PASSWORD -e SCHCRWLR_DATABASE_USER schemacrawler/schemacrawler-ai:17.16.0-1

Requires: SCHCRWLR_DATABASE_PASSWORD (secret), SCHCRWLR_DATABASE_USER (secret)

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

Only SeedBase Test Data has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of SeedBase Test Data publish no list of tools, so we do not compare tools.

Settings each asks for

Only SeedBase Test Data asks for

  • SEEDBASE_API_KEY (secret)

Only io.github.schemacrawler/schemacrawler-ai asks for

  • SCHCRWLR_DATABASE
  • SCHCRWLR_DATABASE_ALIAS
  • SCHCRWLR_DATABASE_DESCRIPTION
  • SCHCRWLR_DATABASE_PASSWORD (secret)
  • SCHCRWLR_DATABASE_USER (secret)
  • SCHCRWLR_EXCLUDE_TOOLS
  • SCHCRWLR_HOST
  • SCHCRWLR_INFO_LEVEL
  • SCHCRWLR_JDBC_URL
  • SCHCRWLR_LOG_LEVEL
  • SCHCRWLR_MCP_SERVER_TRANSPORT
  • SCHCRWLR_PORT
Show the remaining 1
  • SCHCRWLR_SERVER

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

What it can do: SeedBase Test Data · What it can do: io.github.schemacrawler/schemacrawler-ai · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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