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Comparison

Gemini API Docs vs humanize-korean

Gemini API Docs is an MCP server published by kgprs. Marketplaces we read that list it: 1 (Docker MCP Catalog). humanize-korean is a plugin bundle for AI coding tools published by epoko77-ai. Marketplaces we read that list it: 1 (Community GitHub marketplaces). 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
MarketplaceGemini API Docshumanize-korean
Docker MCP Catalog Listed
Version: sha256:ba912546626d
Forks (GitHub): 1
Pulls (Docker Hub): 38 990
Stars (Docker Hub): 2
Stars (GitHub): 3
Not marked · First seen
Not listed
Community marketplace epoko77-ai/im-not-ai Not listed Listed
Version: 2.3.2
Forks (GitHub): 693
Stars (GitHub): 6 080
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

Gemini API Docs vs humanize-korean
FactGemini API Docshumanize-korean
Marketplaces that list it11
Stars (GitHub) (differs)3 (worse)6 080 (better)
Pulls (Docker Hub) (differs)38 990No figure on Docker Hub
Forks (GitHub) (differs)1 (worse)693 (better)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/gemini-api-docs-mcp)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)3Not published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)Not a bundle13
LicenceMITMIT
Repository (differs)github.com/kgprs/gemini-api-docs-mcpgithub.com/epoko77-ai/im-not-ai
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-17

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

Gemini API Docs

In its own words, on Docker MCP Catalog:

Provides tools to search and retrieve Google Gemini API documentation.

humanize-korean

In its own words, on Community GitHub marketplaces:

AI가 쓴 한글 텍스트를 사람이 쓴 글처럼 윤문하는 오케스트레이터 스킬 + 서브에이전트 묶음 (route_hint 3경로).

How to run each

Gemini API Docs As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio gemini-api-docs -- docker run -i --rm mcp/gemini-api-docs-mcp

humanize-korean As a Claude Code plugin

Claude Code
/plugin marketplace add epoko77-ai/im-not-ai
/plugin install humanize-korean@im-not-ai

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

Tools each declares

The marketplaces of humanize-korean publish no list of tools, so we do not compare tools.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Gemini API Docs · What it can do: humanize-korean · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. 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