Kagi Search vs Ai Briefing
Kagi Search is an MCP server published by kagisearch. Marketplaces we read that list it: 1 (Docker MCP Catalog). Ai Briefing is an MCP server published by pipeworx-io. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. 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
| Marketplace |  Kagi Search |  Ai Briefing |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:c26439346cd6 Forks (GitHub): 50 Pulls (Docker Hub): 20 248 Stars (Docker Hub): 1 Stars (GitHub): 553 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.2.0 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
| Fact | Kagi Search | Ai Briefing |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 553 (better) | 0 (worse) |
| Pulls (Docker Hub) (differs) | 20 248 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 50 (better) | 0 (worse) |
| Last release (differs) | Not published | 2026-10-29 |
| Where it runs (differs) | On your machine (mcp/kagisearch) | Remote server (gateway.pipeworx.io/ai-briefing/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 2 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | 1, secrets among them: 1 |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/kagisearch/kagimcp | github.com/pipeworx-io/mcp-ai-briefing |
| Changes in the last 7 days (differs) | 0 | 5 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 35 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
Kagi Search
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
Ai Briefing
AI Briefing MCP — Keep AI models current on industry developments
How to run each
Kagi Search As a local MCP server: Docker image
claude mcp add --env "KAGI_API_KEY=<YOUR_KAGI_API_KEY>" --transport stdio kagisearch -- docker run -i --rm -e KAGI_API_KEY mcp/kagisearchRequires: KAGI_API_KEY (secret)
Ai Briefing As a remote MCP server
claude mcp add --transport http ai-briefing https://gateway.pipeworx.io/ai-briefing/mcpRequires: PIPEWORX_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only Ai Briefing has a remote endpoint we check. How we check endpoints
Tools each declares
Only Kagi Search has
kagi_search_fetchkagi_summarizer
Only Ai Briefing has
ai_visibility_checkarchive_comparearchive_evidenceask_pipeworxask_pipeworx_betaask_pipeworx_groundedbet_researchclassify_rowcompany_factscompany_register_searchcompare_entitiesdeep_research
Show the remaining 38
discover_toolsentity_profileforgetgenerate_llms_txtget_ai_newsget_ai_toolbeltget_briefingget_model_landscapeget_recentget_timelinekalshi_weather_edgelist_subscriptionspipeworx_feedbackpipeworx_trendingpolymarket_arbitragepolymarket_edge_trackerpolymarket_edgespolymarket_fill_riskpolymarket_kalshi_spreadprediction_calibrationrecallrecent_alertsrecent_changesrelease_calendar_marketsrememberresearch_rowresolution_auditresolution_diffresolve_entityscan_competitor_ai_presencescan_dependencysearch_developmentssearch_withinsubscribesuggest_questionsunsubscribevalidate_claimwhat_happened
Both have
None
Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (Ai Briefing as of 2026-10-24). 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 Ai Briefing asks for
PIPEWORX_API_KEY (secret)
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Kagi Search · What it can do: Ai Briefing · 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.