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Coador vs Coalent

Coador is an MCP server published by automaticqa. Marketplaces we read that list it: 1 (Official MCP Registry). Coalent is an MCP server published by nisarg-pujara-vectorlink. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-28. 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
MarketplaceCoadorCoalent
Official MCP Registry Listed
Version: 0.1.0
Downloads/month (PyPI): 226
Downloads/week (PyPI): 23
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Listed
Version: 0.7.0
Downloads/month (PyPI): 349
Downloads/week (PyPI): 44
Forks (GitHub): 1
Stars (GitHub): 12
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

Coador vs Coalent
FactCoadorCoalent
Marketplaces that list it11
Stars (GitHub) (differs)1 (worse)12 (better)
Forks (GitHub) (differs)0 (worse)1 (better)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (coador)On your machine (coalent)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published2, secrets among them: 2
LicenceNot statedNot stated
Repository (differs)github.com/automaticqa/coadorgithub.com/vectorlink-labs/coalent
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

Coador

In its own words, on Official MCP Registry:

Evidence-backed Android repository knowledge for humans and AI agents

Coalent

In its own words, on Official MCP Registry:

Fresh, attributed facts from your sources — cached, and invalidated the moment a source changes.

How to run each

Coador As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio coador -- uvx coador mcp --repo "<YOUR_REPO>"

Requires: --repo

Coalent As a local MCP server: PyPI package

Claude Code
claude mcp add --env "COALENT_MCP_TOKEN=<YOUR_COALENT_MCP_TOKEN>" --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --transport stdio coalent -- uvx --with "coalent[mcp,openai]" coalent-mcp coalent --watch ./docs

Requires: COALENT_MCP_TOKEN (secret), OPENAI_API_KEY (secret)

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

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 Coador publish no settings it asks for, so we do not compare settings.

What it can do: Coador · What it can do: Coalent · 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