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Comparison

Firecrawl vs CrawlConsole

Firecrawl is an MCP server published by firecrawl. Marketplaces we read that list it: 1 (Docker MCP Catalog). CrawlConsole is an MCP server published by crawlconsole.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-12. 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
MarketplaceFirecrawlCrawlConsole
Docker MCP Catalog Listed
Version: sha256:28e677a10704
Forks (GitHub): 903
Pulls (Docker Hub): 137 217
Stars (Docker Hub): 20
Stars (GitHub): 7 583
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.0
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

Firecrawl vs CrawlConsole
FactFirecrawlCrawlConsole
Marketplaces that list it11
Stars (GitHub) (differs)7 583No figure on GitHub
Pulls (Docker Hub) (differs)137 217No figure on Docker Hub
Forks (GitHub) (differs)903No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/firecrawl)Remote server (mcp.crawlconsole.com/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)26Not published
Environment variables it asks for (differs)8, secrets among them: 1Not published
Licence (differs)MITNot stated
Repository (differs)github.com/mendableai/firecrawl-mcp-serverNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

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

Firecrawl

In its own words, on Docker MCP Catalog:

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

CrawlConsole

In its own words, on Official MCP Registry:

Backlink Analysis MCP for AI Agents: authority, referring domains, and competitor link gaps.

How to run each

Firecrawl As a local MCP server: Docker image

Claude Code
claude mcp add --env "FIRECRAWL_API_KEY=<YOUR_FIRECRAWL_API_KEY>" --transport stdio firecrawl -- docker run -i --rm -e FIRECRAWL_API_KEY mcp/firecrawl

Requires: FIRECRAWL_API_KEY (secret)

CrawlConsole As a remote MCP server

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

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

Tools each declares

The marketplaces of CrawlConsole publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of CrawlConsole publish no settings it asks for, so we do not compare settings.

What it can do: Firecrawl · What it can do: CrawlConsole · 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