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Comparison

Novita vs langfuse

Novita is an MCP server published by novitalabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). langfuse is a plugin bundle for AI coding tools published by langfuse. Marketplaces we read that list it: 3 (Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community). 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
MarketplaceNovitalangfuse
Docker MCP Catalog Listed
Version: sha256:ddc904348d9e
Forks (GitHub): 9
Pulls (Docker Hub): 10 431
Stars (Docker Hub): 0
Stars (GitHub): 12
Not marked · First seen
Not listed
Claude Code: claude-plugins-official Not listed Listed
Version: 1.8.1
Forks (GitHub): 39
Stars (GitHub): 302
Not marked · First seen
Claude: knowledge-work-plugins Not listed Listed
Version: 1.8.1
Forks (GitHub): 39
Stars (GitHub): 302
Not marked · First seen
Claude Code: claude-plugins-community Not listed Listed
Version: 1.5.2
Forks (GitHub): 39
Stars (GitHub): 302
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

Novita vs langfuse
FactNovitalangfuse
Marketplaces that list it (differs)1 (worse)3 (better)
Stars (GitHub) (differs)12 (worse)302 (better)
Pulls (Docker Hub) (differs)10 431No figure on Docker Hub
Forks (GitHub) (differs)9 (worse)39 (better)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/novita)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)20Not published
Environment variables it asks for (differs)1, secrets among them: 0Not published
Parts of the bundle (differs)Not a bundle1
LicenceMITMIT
Repository (differs)github.com/novitalabs/novita-mcp-servergithub.com/langfuse/skills
Changes in the last 7 days00
First seen2026-10-112026-10-11

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

In its own words, on Docker MCP Catalog:

Seamless interaction with Novita AI platform resources.

langfuse

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

Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

How to run each

Novita As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio novita -- docker run -i --rm mcp/novita

langfuse As a Claude Code plugin

Claude Code
/plugin install langfuse@claude-plugins-official

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

Tools each declares

The marketplaces of langfuse publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of langfuse publish no settings it asks for, so we do not compare settings.

What it can do: Novita · What it can do: langfuse · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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