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universal-basic-compute vs FastGPU

universal-basic-compute is a plugin bundle for AI coding tools published by chiKeka. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). FastGPU is an MCP server published by fastgpu.co. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-12. 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
Marketplaceuniversal-basic-computeFastGPU
Claude Code: claude-plugins-community Listed
Version: 0.4.0
Forks (GitHub): 1
Stars (GitHub): 0
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.1
No figure published
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

universal-basic-compute vs FastGPU
Factuniversal-basic-computeFastGPU
Marketplaces that list it11
Stars (GitHub) (differs)0No figure on GitHub
Forks (GitHub) (differs)1No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (fastgpu.co/api/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)12Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/chikeka/ubc-pluginNot stated
Changes in the last 7 days00
First seen (differs)2026-10-122026-10-11
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

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

universal-basic-compute

In its own words, on Claude Code: claude-plugins-community:

Domain-agnostic agent toolkit for discovering and assembling free-tier resources into working outcomes. You state a goal; the master agent decomposes it into the minimum viable resource set, discovers and verifies free-tier services that can fulfill each component, and produces a concrete recipe to deploy the outcome. Ships with a compute domain (free-tier cloud services into deployed software) and self-expands into new domains — education, health, finance — as users bring new goals. Built around a six-agent protocol (master, discovery, verification, assembly, deployment, monitoring) with credential management, capability fingerprinting, and recipe versioning. Designed for people who want the outcome, not the procurement journey.

FastGPU

In its own words, on Official MCP Registry:

Compare live GPU cloud rental prices and match workloads to the cheapest provider.

How to run each

universal-basic-compute

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

FastGPU As a remote MCP server

Claude Code
claude mcp add --transport http fastgpu https://fastgpu.co/api/mcp

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

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

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

What it can do: universal-basic-compute · What it can do: FastGPU · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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