Ext Ops Panel
Open dashboard
Comparison

Gemini API Docs vs HumanifyMe

Gemini API Docs is an MCP server published by kgprs. Marketplaces we read that list it: 1 (Docker MCP Catalog). HumanifyMe is an MCP server published by JoshMcQ. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). As of our marketplace pass on 2026-10-13. 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 DocsHumanifyMe
Docker MCP Catalog Listed
Version: sha256:ba912546626d
Forks (GitHub): 1
Pulls (Docker Hub): 38 268
Stars (Docker Hub): 2
Stars (GitHub): 3
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.2.2
Downloads/month (npm): 339
Downloads/week (npm): 37
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

Gemini API Docs vs HumanifyMe
FactGemini API DocsHumanifyMe
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)3 (better)0 (worse)
Pulls (Docker Hub) (differs)38 268No figure on Docker Hub
Forks (GitHub) (differs)1 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/gemini-api-docs-mcp)On your machine (humanifyme)
Transportstdiostdio
Tools it declares (differs)3Not published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)Not a bundle4
Licence (differs)MITApache-2.0
Repository (differs)github.com/kgprs/gemini-api-docs-mcpgithub.com/joshmcq/humanifyme
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11

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

Gemini API Docs

In its own words, on Docker MCP Catalog:

Provides tools to search and retrieve Google Gemini API documentation.

HumanifyMe

In its own words, on Official MCP Registry:

Learns your writing voice locally and rewrites AI drafts so they sound like you.

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

HumanifyMe As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio humanifyme -- npx -y humanifyme mcp

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

Tools each declares

The marketplaces of HumanifyMe 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: HumanifyMe · 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. 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