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Firecrawl vs io.github.johnsmalls22-rgb/backlinkmcp-server

Firecrawl is an MCP server published by firecrawl. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.johnsmalls22-rgb/backlinkmcp-server is an MCP server published by johnsmalls22-rgb. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. 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.johnsmalls22-rgb/backlinkmcp-server
Docker MCP Catalog Listed
Version: sha256:28e677a10704
Forks (GitHub): 927
Pulls (Docker Hub): 140 281
Stars (Docker Hub): 20
Stars (GitHub): 7 637
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.6.0
Forks (GitHub): 0
Stars (GitHub): 0
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.johnsmalls22-rgb/backlinkmcp-server
FactFirecrawlio.github.johnsmalls22-rgb/backlinkmcp-server
Marketplaces that list it11
Stars (GitHub) (differs)7 637 (better)0 (worse)
Pulls (Docker Hub) (differs)140 281No figure on Docker Hub
Forks (GitHub) (differs)927 (better)0 (worse)
Last release (differs)Not published2026-10-16
Where it runs (differs)On your machine (mcp/firecrawl)Remote server (backlinkmcp.com/api/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-servergithub.com/johnsmalls22-rgb/backlinkmcp-server
Changes in the last 7 days (differs)01
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 4 days 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.

io.github.johnsmalls22-rgb/backlinkmcp-server

In its own words, on Official MCP Registry:

Backlink & domain authority MCP for AI agents: referring domains, link gap, toxic review queue

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.johnsmalls22-rgb/backlinkmcp-server As a remote MCP server

Claude Code
claude mcp add --transport http backlinkmcp-server https://backlinkmcp.com/api/mcp

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

Only io.github.johnsmalls22-rgb/backlinkmcp-server has a remote endpoint we check. How we check endpoints

Tools each declares

Only Firecrawl has

  • firecrawl_agent
  • firecrawl_agent_status
  • firecrawl_check_crawl_status
  • firecrawl_crawl
  • firecrawl_extract
  • firecrawl_feedback
  • firecrawl_interact
  • firecrawl_interact_stop
  • firecrawl_map
  • firecrawl_monitor_check
  • firecrawl_monitor_checks
  • firecrawl_monitor_create
Show the remaining 14
  • firecrawl_monitor_delete
  • firecrawl_monitor_get
  • firecrawl_monitor_list
  • firecrawl_monitor_run
  • firecrawl_monitor_update
  • firecrawl_parse
  • firecrawl_research_inspect_paper
  • firecrawl_research_read_paper
  • firecrawl_research_related_papers
  • firecrawl_research_search_github
  • firecrawl_research_search_papers
  • firecrawl_scrape
  • firecrawl_search
  • firecrawl_search_feedback

Only io.github.johnsmalls22-rgb/backlinkmcp-server has

  • ai_crawler_audit
  • ai_visibility_report
  • backlinks_for_domain
  • common_linkers
  • core_web_vitals
  • domain_authority_score
  • find_link_prospects
  • flag_toxic_links
  • indexnow_submit
  • schema_validate
  • site_audit
  • top_linkers_for_domain
Show the remaining 1
  • verify_link_live

Both have

None

Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (io.github.johnsmalls22-rgb/backlinkmcp-server as of 2026-10-18). More tools is not better in itself: compare what each needs for the job.

Settings each asks for

The marketplaces of io.github.johnsmalls22-rgb/backlinkmcp-server publish no settings it asks for, so we do not compare settings.

What it can do: Firecrawl · What it can do: io.github.johnsmalls22-rgb/backlinkmcp-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