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Comparison

io.github.galaxyproject/galaxy-mcp vs io.github.toolhail/gateway

io.github.galaxyproject/galaxy-mcp is an MCP server published by galaxyproject. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.toolhail/gateway is an MCP server published by toolhail. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-20. 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
Marketplaceio.github.galaxyproject/galaxy-mcpio.github.toolhail/gateway
Official MCP Registry Listed
Version: 1.3.0
Downloads/month (PyPI): 1 208
Downloads/week (PyPI): 379
Forks (GitHub): 24
Stars (GitHub): 39
Not marked · First seen
Listed
Version: 0.2.0
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

io.github.galaxyproject/galaxy-mcp vs io.github.toolhail/gateway
Factio.github.galaxyproject/galaxy-mcpio.github.toolhail/gateway
Marketplaces that list it11
Stars (GitHub) (differs)39 (better)0 (worse)
Forks (GitHub) (differs)24 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (galaxy-mcp)Remote server (mcp.toolhail.com/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)2, secrets among them: 1Not published
LicenceNot statedNot stated
Repository (differs)github.com/galaxyproject/galaxy-mcpgithub.com/toolhail/toolbroker
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 5 days ago

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

io.github.galaxyproject/galaxy-mcp

In its own words, on Official MCP Registry:

MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows

io.github.toolhail/gateway

In its own words, on Official MCP Registry:

Find and call the right MCP server for any task - pay per use, no install.

How to run each

io.github.galaxyproject/galaxy-mcp As a local MCP server: PyPI package

Claude Code
claude mcp add --env "GALAXY_API_KEY=<YOUR_GALAXY_API_KEY>" --env "GALAXY_URL=<YOUR_GALAXY_URL>" --transport stdio galaxy-mcp -- uvx galaxy-mcp

Requires: GALAXY_API_KEY (secret), GALAXY_URL

io.github.toolhail/gateway As a remote MCP server

Claude Code
claude mcp add --transport http gateway https://mcp.toolhail.com/mcp

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

Only io.github.toolhail/gateway has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

The marketplaces of io.github.toolhail/gateway publish no settings it asks for, so we do not compare settings.

What it can do: io.github.galaxyproject/galaxy-mcp · What it can do: io.github.toolhail/gateway · Compare two other plugins

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