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Kagi Search vs io.github.johnsmalls22-rgb/backlinkmcp-server

Kagi Search is an MCP server published by kagisearch. 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 2026-10-25. 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
MarketplaceKagi Searchio.github.johnsmalls22-rgb/backlinkmcp-server
Docker MCP Catalog Listed
Version: sha256:c26439346cd6
Forks (GitHub): 49
Pulls (Docker Hub): 20 165
Stars (Docker Hub): 1
Stars (GitHub): 547
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

Kagi Search vs io.github.johnsmalls22-rgb/backlinkmcp-server
FactKagi Searchio.github.johnsmalls22-rgb/backlinkmcp-server
Marketplaces that list it11
Stars (GitHub) (differs)547 (better)0 (worse)
Pulls (Docker Hub) (differs)20 165No figure on Docker Hub
Forks (GitHub) (differs)49 (better)0 (worse)
Last release (differs)Not published2026-10-16
Where it runs (differs)On your machine (mcp/kagisearch)Remote server (backlinkmcp.com/api/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)2Not published
Environment variables it asks for (differs)2, secrets among them: 1Not published
Licence (differs)MITNot stated
Repository (differs)github.com/kagisearch/kagimcpgithub.com/johnsmalls22-rgb/backlinkmcp-server
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 5 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

Kagi Search

In its own words, on Docker MCP Catalog:

The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

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

Kagi Search As a local MCP server: Docker image

Claude Code
claude mcp add --env "KAGI_API_KEY=<YOUR_KAGI_API_KEY>" --transport stdio kagisearch -- docker run -i --rm -e KAGI_API_KEY mcp/kagisearch

Requires: KAGI_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 Kagi Search has

  • kagi_search_fetch
  • kagi_summarizer

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: Kagi Search · 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