Jarroba Tools vs Unified AI System MCP Gateway
Jarroba Tools is an MCP server published by Invarato. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). Unified AI System MCP Gateway is an MCP server published by happy520ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-10. 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 |  Jarroba Tools |   Unified AI System MCP Gateway |
|---|---|---|
| Official MCP Registry | Listed Version: 0.3.0 Downloads/month (npm): 1 221 Downloads/week (npm): 112 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Listed Version: 0.8.0 Forks (GitHub): 5 Stars (GitHub): 10 Not marked · First seen |
| npm registry (MCP servers) | Listed Version: 0.3.0 Downloads/month (npm): 1 221 Downloads/week (npm): 112 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Not listed |
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 | Jarroba Tools | Unified AI System MCP Gateway |
|---|---|---|
| Marketplaces that list it (differs) | 2 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 0 (worse) | 10 (better) |
| Forks (GitHub) (differs) | 0 (worse) | 5 (better) |
| Last release (differs) | 2026-10-27 | Not published |
| Where it runs (differs) | On your machine (@jarroba/mcp) | On your machine (ghcr.io/happy520ai/unified-ai-system/mcp-server:0.8.0) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 0 | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/invarato/jarroba-mcp | github.com/happy520ai/unified-ai-system |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
Jarroba Tools
140 deterministic tools for your AI: logs, tests, SQL, diagrams, SPARQL. Local, no network.
Unified AI System MCP Gateway
Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.
How to run each
Jarroba Tools As a local MCP server: npm package
claude mcp add --transport stdio jarroba-tools -- npx -y @jarroba/mcpUnified AI System MCP Gateway As a local MCP server: Docker image
claude mcp add --transport stdio unified-ai-system -- docker run -i --rm ghcr.io/happy520ai/unified-ai-system/mcp-server:0.8.0Commands 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
The marketplaces of Unified AI System MCP Gateway publish no settings it asks for, so we do not compare settings.
What it can do: Jarroba Tools · What it can do: Unified AI System MCP Gateway · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.