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swallow-insurance-rating-engine vs System R Risk Intelligence

swallow-insurance-rating-engine is a plugin bundle for AI coding tools published by llow-group. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). System R Risk Intelligence is an MCP server published by System-R-AI. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. 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
Marketplaceswallow-insurance-rating-engineSystem R Risk Intelligence
Claude Code: claude-plugins-community Listed
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.1.0
Downloads/month (PyPI): 102
Downloads/week (PyPI): 18
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

swallow-insurance-rating-engine vs System R Risk Intelligence
Factswallow-insurance-rating-engineSystem R Risk Intelligence
Marketplaces that list it11
Stars (GitHub) (differs)0No figure on GitHub
Forks (GitHub) (differs)0No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Remote server (api.llow.io/ai/mcp)Remote server (agents.systemr.ai/mcp/sse)
TransportStreamable HTTPStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)8Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/llow-group/swallow-claude-plugingithub.com/system-r-ai/systemr-python
Changes in the last 7 days00
First seen (differs)2026-10-122026-10-11
Endpoint at the last check (differs)Responded 22 h agonot 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

swallow-insurance-rating-engine

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

Build, validate, analyse, and test insurance rating models with the Swallow Rating Engine via MCP

System R Risk Intelligence

In its own words, on Official MCP Registry:

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

How to run each

swallow-insurance-rating-engine As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install swallow-insurance-rating-engine@claude-community

System R Risk Intelligence As a remote MCP server

Claude Code
claude mcp add --transport http systemr-risk-intelligence https://agents.systemr.ai/mcp/sse --header "X-API-Key: <YOUR_X_API_KEY>"

Requires: X-API-Key header

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

Only swallow-insurance-rating-engine has a remote endpoint we check. How we check endpoints

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: swallow-insurance-rating-engine · What it can do: System R Risk Intelligence · 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