Novita vs Kosha Model Discovery
Novita is an MCP server published by novitalabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Kosha Model Discovery is an MCP server published by sriinnu. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-10-30. 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 |  Novita |  Kosha Model Discovery |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:ddc904348d9e Forks (GitHub): 9 Pulls (Docker Hub): 10 776 Stars (Docker Hub): 0 Stars (GitHub): 12 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.9.1 Downloads/month (npm): 1 219 Downloads/week (npm): 335 Forks (GitHub): 0 Stars (GitHub): 3 Not marked · First seen |
| npm registry (MCP servers) | Not listed | Listed Version: 1.9.1 Downloads/month (npm): 1 219 Downloads/week (npm): 335 Forks (GitHub): 0 Stars (GitHub): 3 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 | Novita | Kosha Model Discovery |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 12 (better) | 3 (worse) |
| Pulls (Docker Hub) (differs) | 10 776 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 9 (better) | 0 (worse) |
| Last release (differs) | Not published | 2026-10-29 |
| Where it runs (differs) | On your machine (mcp/novita) | On your machine (@sriinnu/kosha-discovery) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 20 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 0 | 7, secrets among them: 6 |
| Licence | MIT | MIT |
| Repository (differs) | github.com/novitalabs/novita-mcp-server | github.com/sriinnu/kosha-discovery |
| Changes in the last 7 days (differs) | 0 | 2 |
| 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
Novita
Seamless interaction with Novita AI platform resources.
Kosha Model Discovery
Tells your agent which model to use and what it costs, across 46 providers and local runtimes.
How to run each
Novita As a local MCP server: Docker image
claude mcp add --transport stdio novita -- docker run -i --rm mcp/novitaKosha Model Discovery As a local MCP server: npm package
claude mcp add --env "ANTHROPIC_API_KEY=<YOUR_ANTHROPIC_API_KEY>" --env "GOOGLE_API_KEY=<YOUR_GOOGLE_API_KEY>" --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --env "OPENROUTER_API_KEY=<YOUR_OPENROUTER_API_KEY>" --env "TYPESAFE_API_KEY=<YOUR_TYPESAFE_API_KEY>" --env "XAI_API_KEY=<YOUR_XAI_API_KEY>" --transport stdio kosha-discovery -- npx -y @sriinnu/kosha-discoveryRequires: ANTHROPIC_API_KEY (secret), GOOGLE_API_KEY (secret), OPENAI_API_KEY (secret), OPENROUTER_API_KEY (secret), TYPESAFE_API_KEY (secret), XAI_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of Kosha Model Discovery publish no list of tools, so we do not compare tools.
Settings each asks for
Only Novita asks for
NOVITA_API_KEY
Only Kosha Model Discovery asks for
ANTHROPIC_API_KEY (secret)GOOGLE_API_KEY (secret)KOSHA_CACHE_TTL_HOURSOPENAI_API_KEY (secret)OPENROUTER_API_KEY (secret)TYPESAFE_API_KEY (secret)XAI_API_KEY (secret)
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Novita · What it can do: Kosha Model Discovery · 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. 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.