AIPP Monetize vs Kalshi Kernel
AIPP Monetize is an MCP server published by aipp.dev. Marketplaces we read that list it: 1 (Official MCP Registry). Kalshi Kernel is an MCP server published by copyleftdev. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). 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
| Marketplace |  Kalshi Kernel | |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.0 No figure published Not marked · First seen |
Listed Version: 0.1.1 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 | AIPP Monetize | Kalshi Kernel |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | No figure on GitHub | 0 |
| Forks (GitHub) (differs) | No figure on GitHub | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (aipp.dev/mcp) | On your machine (ghcr.io/copyleftdev/kalshi-kernel:0.1.1) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 4, secrets among them: 1 |
| Parts of the bundle (differs) | Not a bundle | 2 |
| Licence (differs) | Not stated | Apache-2.0 |
| Repository (differs) | Not stated | github.com/copyleftdev/kalshi-kernel |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 20 h ago | no remote endpoint we check |
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
AIPP Monetize
Pay-per-action access to APIs and MCP tools over Lightning L402 and Base USDC x402.
Kalshi Kernel
Unofficial safety-focused MCP server for Kalshi market data and explicitly authorized trading
How to run each
AIPP Monetize As a remote MCP server
claude mcp add --transport http monetize https://aipp.dev/mcpKalshi Kernel As a local MCP server: Docker image
claude mcp add --env "KALSHI_API_KEY_ID=<YOUR_KALSHI_API_KEY_ID>" --transport stdio kalshi-kernel -- docker run -i --rm -e KALSHI_API_KEY_ID ghcr.io/copyleftdev/kalshi-kernel:0.1.1Requires: KALSHI_API_KEY_ID (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only AIPP Monetize 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
The marketplaces of AIPP Monetize publish no settings it asks for, so we do not compare settings.
What it can do: AIPP Monetize · What it can do: Kalshi Kernel · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.