Kagi Search vs sciagent-skills
Kagi Search is an MCP server published by kagisearch. Marketplaces we read that list it: 1 (Docker MCP Catalog). sciagent-skills is a plugin bundle for AI coding tools published by jaechang-hits. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-16. 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 |  sciagent-skills |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:c26439346cd6 Forks (GitHub): 49 Pulls (Docker Hub): 19 870 Stars (Docker Hub): 1 Stars (GitHub): 543 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 1.0.0 Forks (GitHub): 45 Stars (GitHub): 379 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 | sciagent-skills |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 543 (better) | 379 (worse) |
| Pulls (Docker Hub) (differs) | 19 870 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 49 (better) | 45 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/kagisearch) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 2 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| Parts of the bundle (differs) | Not a bundle | 134 |
| Licence (differs) | MIT | CC-BY-4.0 |
| Repository (differs) | github.com/kagisearch/kagimcp | github.com/jaechang-hits/sciagent-skills |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
Kagi Search
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
sciagent-skills
197 ready-to-use life sciences skills that turn Claude into a domain expert for genomics, proteomics, drug discovery, biostatistics, scientific computing, and scientific writing. Each skill provides runnable code examples, key parameters with defaults, and troubleshooting guides for tools like Scanpy, RDKit, BioPython, PyMC, AutoDock Vina, and 190+ more. Scored 92.0% on BixBench-Verified-50 benchmark (+26.7%p over base Claude). Skills are auto-discovered — just describe your task and Claude finds the relevant skill.
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)
sciagent-skills As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install sciagent-skills@claude-communityCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of sciagent-skills publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of sciagent-skills publish no settings it asks for, so we do not compare settings.
What it can do: Kagi Search · What it can do: sciagent-skills · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.