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Comparison

Firecrawl vs Crawlie

Firecrawl is an MCP server published by firecrawl. Marketplaces we read that list it: 1 (Docker MCP Catalog). Crawlie is an MCP server published by crawlie.app. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). As of our marketplace pass on 2026-10-18. 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
MarketplaceFirecrawlCrawlie
Docker MCP Catalog Listed
Version: sha256:28e677a10704
Forks (GitHub): 921
Pulls (Docker Hub): 139 852
Stars (Docker Hub): 20
Stars (GitHub): 7 629
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.0
Forks (GitHub): 16
Stars (GitHub): 114
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 Crawlie
FactFirecrawlCrawlie
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)7 629 (better)114 (worse)
Pulls (Docker Hub) (differs)139 852No figure on Docker Hub
Forks (GitHub) (differs)921 (better)16 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/firecrawl)Remote server (crawlie.app/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)26Not published
Environment variables it asks for (differs)8, secrets among them: 1Not published
Parts of the bundle (differs)Not a bundle5
LicenceMITMIT
Repository (differs)github.com/mendableai/firecrawl-mcp-servergithub.com/spronta/crawlie
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 36 h 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

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.

Crawlie

In its own words, on Official MCP Registry:

Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.

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)

Crawlie As a remote MCP server

Claude Code
claude mcp add --transport http crawlie https://crawlie.app/mcp

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

Only Crawlie has a remote endpoint we check. How we check endpoints

Tools each declares

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

Settings each asks for

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

What it can do: Firecrawl · What it can do: Crawlie · 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. 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