Ext Ops Panel
Open dashboard
Comparison

Gemini API Docs vs Tokeven Cost Advisor

Gemini API Docs is an MCP server published by kgprs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Tokeven Cost Advisor is an MCP server published by tokeven.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. 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 DocsTokeven Cost Advisor
Docker MCP Catalog Listed
Version: sha256:ba912546626d
Forks (GitHub): 1
Pulls (Docker Hub): 38 642
Stars (Docker Hub): 2
Stars (GitHub): 3
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.12.0
Downloads/month (PyPI): 1 228
Downloads/week (PyPI): 350
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 Tokeven Cost Advisor
FactGemini API DocsTokeven Cost Advisor
Marketplaces that list it11
Stars (GitHub) (differs)3No figure on GitHub
Pulls (Docker Hub) (differs)38 642No figure on Docker Hub
Forks (GitHub) (differs)1No figure on GitHub
Last release (differs)Not published2026-10-16
Where it runs (differs)On your machine (mcp/gemini-api-docs-mcp)On your machine (tokeven)
Transportstdiostdio
Tools it declares (differs)3Not published
Environment variables it asks forNot publishedNot published
Licence (differs)MITNot stated
Repository (differs)github.com/kgprs/gemini-api-docs-mcpNot stated
Changes in the last 7 days (differs)03
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.

Tokeven Cost Advisor

In its own words, on Official MCP Registry:

Price a Claude, GPT, Gemini or Grok call before you send it. Runs locally.

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

Tokeven Cost Advisor As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio tokeven -- uvx --with "mcp>=2.0,<3.0" tokeven 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 Tokeven Cost Advisor 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: Tokeven Cost Advisor · 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