Ext Ops Panel
Open dashboard
Comparison

Firecrawl vs io.github.mysleekdesigns/crawlforge-mcp-server

Firecrawl is an MCP server published by firecrawl. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.mysleekdesigns/crawlforge-mcp-server is an MCP server published by mysleekdesigns. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. 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
MarketplaceFirecrawlio.github.mysleekdesigns/crawlforge-mcp-server
Docker MCP Catalog Listed
Version: sha256:28e677a10704
Forks (GitHub): 919
Pulls (Docker Hub): 139 458
Stars (Docker Hub): 20
Stars (GitHub): 7 621
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 6.20.1
Downloads/month (npm): 6 698
Downloads/week (npm): 733
Forks (GitHub): 0
Stars (GitHub): 2
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 io.github.mysleekdesigns/crawlforge-mcp-server
FactFirecrawlio.github.mysleekdesigns/crawlforge-mcp-server
Marketplaces that list it11
Stars (GitHub) (differs)7 621 (better)2 (worse)
Pulls (Docker Hub) (differs)139 458No figure on Docker Hub
Forks (GitHub) (differs)919 (better)0 (worse)
Last release (differs)Not published2026-10-11
Where it runs (differs)On your machine (mcp/firecrawl)On your machine (crawlforge-mcp-server)
Transportstdiostdio
Tools it declares (differs)26Not published
Environment variables it asks for (differs)8, secrets among them: 13, secrets among them: 3
Licence (differs)MITNot stated
Repository (differs)github.com/mendableai/firecrawl-mcp-servergithub.com/mysleekdesigns/crawlforge-mcp
Changes in the last 7 days (differs)01
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

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.

io.github.mysleekdesigns/crawlforge-mcp-server

In its own words, on Official MCP Registry:

Web scraping, crawling, deep research & autonomous extraction — 31 MCP tools, clean Markdown/JSON

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)

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

Claude Code
claude mcp add --env "CRAWLFORGE_API_KEY=<YOUR_CRAWLFORGE_API_KEY>" --env "DATAFORSEO_LOGIN=<YOUR_DATAFORSEO_LOGIN>" --env "DATAFORSEO_PASSWORD=<YOUR_DATAFORSEO_PASSWORD>" --transport stdio crawlforge-mcp-server -- npx -y crawlforge-mcp-server

Requires: CRAWLFORGE_API_KEY (secret), DATAFORSEO_LOGIN (secret), DATAFORSEO_PASSWORD (secret)

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

Tools each declares

The marketplaces of io.github.mysleekdesigns/crawlforge-mcp-server publish no list of tools, so we do not compare tools.

Settings each asks for

Only Firecrawl asks for

  • FIRECRAWL_API_KEY (secret)
  • FIRECRAWL_API_URL
  • FIRECRAWL_CREDIT_CRITICAL_THRESHOLD
  • FIRECRAWL_CREDIT_WARNING_THRESHOLD
  • FIRECRAWL_RETRY_BACKOFF_FACTOR
  • FIRECRAWL_RETRY_INITIAL_DELAY
  • FIRECRAWL_RETRY_MAX_ATTEMPTS
  • FIRECRAWL_RETRY_MAX_DELAY

Only io.github.mysleekdesigns/crawlforge-mcp-server asks for

  • CRAWLFORGE_API_KEY (secret)
  • DATAFORSEO_LOGIN (secret)
  • DATAFORSEO_PASSWORD (secret)

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Firecrawl · What it can do: io.github.mysleekdesigns/crawlforge-mcp-server · 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