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Moltline Data Desk vs Scope Analytics

Moltline Data Desk is an MCP server published by moltlinestudio.com. Marketplaces we read that list it: 1 (Official MCP Registry). Scope Analytics is an MCP server published by wally827. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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
MarketplaceMoltline Data DeskScope Analytics
Official MCP Registry Listed
Version: 1.2.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 0.1.5
Downloads/month (PyPI): 338
Downloads/week (PyPI): 52
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

Moltline Data Desk vs Scope Analytics
FactMoltline Data DeskScope Analytics
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 (mcp.moltlinestudio.com/data)On your machine (scope-analytics-mcp)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published2, secrets among them: 1
LicenceNot statedNot stated
Repository (differs)github.com/garphengate/moltline-mcpNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 4 days agono 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

Moltline Data Desk

In its own words, on Official MCP Registry:

Paste-your-data analytics: CSV profiling, A/B tests, correlation, growth. 4 of 7 free.

Scope Analytics

In its own words, on Official MCP Registry:

Install + query Scope analytics from an AI coding agent (Claude Code, Cursor, etc.).

How to run each

Moltline Data Desk As a remote MCP server

Claude Code
claude mcp add --transport http data https://mcp.moltlinestudio.com/data

Scope Analytics As a local MCP server: PyPI package

Claude Code
claude mcp add --env "SCOPE_API_KEY=<YOUR_SCOPE_API_KEY>" --transport stdio scope-analytics-mcp -- uvx scope-analytics-mcp

Requires: SCOPE_API_KEY (secret)

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

Only Moltline Data Desk 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 Moltline Data Desk publish no settings it asks for, so we do not compare settings.

What it can do: Moltline Data Desk · What it can do: Scope Analytics · Compare two other plugins

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