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IndieML Substance API vs humanizer-ru

IndieML Substance API is an MCP server published by ezchx. Marketplaces we read that list it: 1 (Official MCP Registry). humanizer-ru is an MCP server published by ilyautov. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). As of our marketplace pass on 2026-10-23. 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
MarketplaceIndieML Substance APIhumanizer-ru
Official MCP Registry Listed
Version: 0.1.14
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 3.32.0
Downloads/month (PyPI): 1 885
Downloads/week (PyPI): 700
Forks (GitHub): 30
Stars (GitHub): 484
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

IndieML Substance API vs humanizer-ru
FactIndieML Substance APIhumanizer-ru
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)0 (worse)484 (better)
Forks (GitHub) (differs)0 (worse)30 (better)
Last release (differs)Not published2026-10-19
Where it runs (differs)Remote server (indieml.app/mcp)On your machine (ru-humanizer)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)Not a bundle3
Licence (differs)Not statedMIT
Repository (differs)github.com/ezchx/indiemlgithub.com/ilyautov/humanizer-ru
Changes in the last 7 days (differs)06
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Answered with HTTP 403 (5 days 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

IndieML Substance API

In its own words, on Official MCP Registry:

Scores text for substance, depth, and clarity in under 25ms.

humanizer-ru

In its own words, on Official MCP Registry:

Следы нейросети в русском тексте: балл чистоты 0-100, запреты и маркеры с позициями, факт-замок.

How to run each

IndieML Substance API As a remote MCP server

Claude Code
claude mcp add --transport http indieml https://indieml.app/mcp/ --header "X-Api-Key: <YOUR_X_API_KEY>"

Requires: X-Api-Key header

humanizer-ru As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio humanizer-ru -- uvx ru-humanizer mcp

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

Only IndieML Substance API 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: IndieML Substance API · What it can do: humanizer-ru · 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.

Where the data comes from: how the catalog is built