Ext Ops Panel
Open dashboard
Comparison

KEPTA — the memory for AI systems vs io.github.firebase/firebase-mcp

KEPTA — the memory for AI systems is an MCP server published by DamianTodorovic. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). 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 2026-10-21. 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
MarketplaceKEPTA — the memory for AI systemsio.github.firebase/firebase-mcp
Official MCP Registry Listed
Version: 3.4.0
Downloads/month (npm): 5 290
Downloads/week (npm): 210
Forks (GitHub): 0
Stars (GitHub): 2
Not marked · First seen
Listed
Version: 0.3.0
Downloads/month (npm): 13 473 266
Downloads/week (npm): 2 048 898
Forks (GitHub): 1 270
Stars (GitHub): 4 477
Not marked · First seen
npm registry (MCP servers) Listed
Version: 3.4.0
Downloads/month (npm): 5 290
Downloads/week (npm): 210
Forks (GitHub): 0
Stars (GitHub): 2
Not marked · First seen
Not listed
Claude Code: claude-plugins-official Not listed Listed
Version: not stated
Forks (GitHub): 4 598
Stars (GitHub): 43 563
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

KEPTA — the memory for AI systems vs io.github.firebase/firebase-mcp
FactKEPTA — the memory for AI systemsio.github.firebase/firebase-mcp
Marketplaces that list it (differs)2 (worse)3 (better)
Stars (GitHub) (differs)2 (worse)43 563 (better)
Forks (GitHub) (differs)0 (worse)4 598 (better)
Last release (differs)2026-10-14Not published
Where it runs (differs)On your machine (kepta-mcp)On your machine (firebase-tools)
Transportstdiostdio
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)BUSL-1.1MIT
Repository (differs)github.com/damiantodorovic/keptagithub.com/firebase/firebase-tools
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11

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

KEPTA — the memory for AI systems

In its own words, on Official MCP Registry:

Local encrypted memory for AI: hybrid search, 8 MCP tools, one file you own. Free, no cloud.

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

KEPTA — the memory for AI systems As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio kepta -- npx -y kepta-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 KEPTA — the memory for AI systems publish no settings it asks for, so we do not compare settings.

What it can do: KEPTA — the memory for AI systems · 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. Package data comes from the public npm registry (registry.npmjs.org). 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