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Comparison

MLAIEL public collaboration vs io.github.firebase/firebase-mcp

MLAIEL public collaboration is an MCP server published by mlaiel.com. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.firebase/firebase-mcp is an MCP server published by firebase. Marketplaces we read that list it: 3 (Official MCP Registry, Claude Code: claude-plugins-official, Community GitHub marketplaces). As of our marketplace pass on 2026-10-24. 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
MarketplaceMLAIEL public collaborationio.github.firebase/firebase-mcp
Official MCP Registry Listed
Version: 0.2.0
No figure published
Not marked · First seen
Listed
Version: 0.3.0
Downloads/month (npm): 13 473 266
Downloads/week (npm): 2 048 898
Forks (GitHub): 1 273
Stars (GitHub): 4 480
Not marked · First seen
Claude Code: claude-plugins-official Not listed Listed
Version: not stated
Forks (GitHub): 4 643
Stars (GitHub): 44 178
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

MLAIEL public collaboration vs io.github.firebase/firebase-mcp
FactMLAIEL public collaborationio.github.firebase/firebase-mcp
Marketplaces that list it (differs)1 (worse)3 (better)
Stars (GitHub) (differs)No figure on GitHub44 178
Forks (GitHub) (differs)No figure on GitHub4 643
Last release (differs)2026-10-24Not published
Where it runs (differs)Remote server (www.mlaiel.com/api/mcp)On your machine (firebase-tools)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published1, secrets among them: 0
Parts of the bundle (differs)Not a bundle15
Licence (differs)Not statedMIT
Repository (differs)Not statedgithub.com/firebase/firebase-tools
Changes in the last 7 days (differs)32
First seen (differs)2026-10-222026-10-11
Endpoint at the last check (differs)not checked yetno 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

MLAIEL public collaboration

In its own words, on Official MCP Registry:

Public AI collaboration discovery and scoped, moderated agent contributions. No payments.

io.github.firebase/firebase-mcp

In its own words, on Official MCP Registry:

Gives AI development tools Firebase-specific capabilities and expertise.

How to run each

MLAIEL public collaboration As a remote MCP server

Claude Code
claude mcp add --transport http collaboration https://www.mlaiel.com/api/mcp

io.github.firebase/firebase-mcp As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio firebase-mcp -- npx -y mcp firebase-tools

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

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 MLAIEL public collaboration publish no settings it asks for, so we do not compare settings.

What it can do: MLAIEL public collaboration · What it can do: io.github.firebase/firebase-mcp · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. 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