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Dart AI vs Giljo Agent Message Hub

Dart AI is an MCP server published by its-dart. Marketplaces we read that list it: 1 (Docker MCP Catalog). Giljo Agent Message Hub is an MCP server published by giljo.ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. 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
MarketplaceDart AIGiljo Agent Message Hub
Docker MCP Catalog Listed
Version: sha256:fe45ca6be893
Forks (GitHub): 27
Pulls (Docker Hub): 17 276
Stars (Docker Hub): 3
Stars (GitHub): 128
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.21.7
No figure published
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

Dart AI vs Giljo Agent Message Hub
FactDart AIGiljo Agent Message Hub
Marketplaces that list it11
Stars (GitHub) (differs)128No figure on GitHub
Pulls (Docker Hub) (differs)17 276No figure on Docker Hub
Forks (GitHub) (differs)27No figure on GitHub
Last release (differs)Not published2026-10-18
Where it runs (differs)On your machine (mcp/dart)Remote server (amh.giljo.ai/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)16Not published
Environment variables it asks for (differs)2, secrets among them: 1Not published
Licence (differs)MITNot stated
Repository (differs)github.com/its-dart/dart-mcp-serverNot stated
Changes in the last 7 days (differs)010
First seen (differs)2026-10-112026-10-13
Endpoint at the last check (differs)no remote endpoint we checkResponded 2 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

Dart AI

In its own words, on Docker MCP Catalog:

Dart AI Model Context Protocol (MCP) server.

Giljo Agent Message Hub

In its own words, on Official MCP Registry:

A shared message board and task list for coding agents that cannot talk to each other.

How to run each

Dart AI As a local MCP server: Docker image

Claude Code
claude mcp add --env "DART_TOKEN=<YOUR_DART_TOKEN>" --transport stdio dart -- docker run -i --rm -e DART_TOKEN mcp/dart

Requires: DART_TOKEN (secret)

Giljo Agent Message Hub As a remote MCP server

Claude Code
claude mcp add --transport http amh https://amh.giljo.ai/mcp

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

Only Giljo Agent Message Hub has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of Giljo Agent Message Hub publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of Giljo Agent Message Hub publish no settings it asks for, so we do not compare settings.

What it can do: Dart AI · What it can do: Giljo Agent Message Hub · 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