Gemini API Docs vs TokenOracle
Gemini API Docs is an MCP server published by kgprs. Marketplaces we read that list it: 1 (Docker MCP Catalog). TokenOracle is an MCP server published by guffeyholdings.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
| Marketplace |  Gemini API Docs |  TokenOracle |
|---|---|---|
| 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: 1.0.1 Downloads/month (npm): 161 Downloads/week (npm): 22 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 | Gemini API Docs | TokenOracle |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 3 (better) | 0 (worse) |
| Pulls (Docker Hub) (differs) | 38 642 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/gemini-api-docs-mcp) | Remote server (mcp.guffeyholdings.com/TokenOracle) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 3 | Not published |
| Environment variables it asks for (differs) | Not published | 3, secrets among them: 1 |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/kgprs/gemini-api-docs-mcp | github.com/victoryintech/tokenoracle-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Not responding since 2026-10-14 |
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
Provides tools to search and retrieve Google Gemini API documentation.
TokenOracle
Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.
How to run each
Gemini API Docs As a local MCP server: Docker image
claude mcp add --transport stdio gemini-api-docs -- docker run -i --rm mcp/gemini-api-docs-mcpTokenOracle As a remote MCP server
claude mcp add --transport http token-oracle https://mcp.guffeyholdings.com/TokenOracle --header "X-API-Key: <YOUR_X_API_KEY>"Requires: TOKEN_ORACLE_API_KEY (secret), X-API-Key header
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only TokenOracle has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of TokenOracle publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of Gemini API Docs publish no settings it asks for, so we do not compare settings.
What it can do: Gemini API Docs · What it can do: TokenOracle · 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.