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Comparison

Kagi Search vs MatchAwards

Kagi Search is an MCP server published by kagisearch. Marketplaces we read that list it: 1 (Docker MCP Catalog). MatchAwards is an MCP server published by matchawards. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-21. 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 SearchMatchAwards
Docker MCP Catalog Listed
Version: sha256:c26439346cd6
Forks (GitHub): 49
Pulls (Docker Hub): 19 946
Stars (Docker Hub): 1
Stars (GitHub): 545
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.4
Downloads/month (PyPI): 0
Downloads/week (PyPI): 417
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 MatchAwards
FactKagi SearchMatchAwards
Marketplaces that list it11
Stars (GitHub) (differs)545 (better)0 (worse)
Pulls (Docker Hub) (differs)19 946No figure on Docker Hub
Forks (GitHub) (differs)49 (better)0 (worse)
Last release (differs)Not published2026-10-13
Where it runs (differs)On your machine (mcp/kagisearch)Remote server (matchawards.com/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)2Not published
Environment variables it asks for (differs)2, secrets among them: 11, secrets among them: 0
Licence (differs)MITNot stated
Repository (differs)github.com/kagisearch/kagimcpgithub.com/matchawards/matchawards-mcp
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.

MatchAwards

In its own words, on Official MCP Registry:

Search US government contracts, grants and jobs from matchawards.com. Read-only, no key.

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)

MatchAwards As a remote MCP server

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

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

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

Tools each declares

Only Kagi Search has

  • kagi_search_fetch
  • kagi_summarizer

Only MatchAwards has

  • assess_opportunity
  • find_teaming_partners
  • get_company
  • get_opportunity
  • lookup_naics
  • search_awards
  • search_contracts
  • search_grants
  • search_jobs
  • show_results

Both have

None

Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (MatchAwards as of 2026-10-16). More tools is not better in itself: compare what each needs for the job.

Settings each asks for

Only Kagi Search asks for

  • KAGI_API_KEY (secret)
  • KAGI_SUMMARIZER_ENGINE

Only MatchAwards asks for

  • MATCHAWARDS_API_BASE

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

What it can do: Kagi Search · What it can do: MatchAwards · 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