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CodeCortex Context Engine vs Context Engine

CodeCortex Context Engine is an MCP server published by BehnamJalaliCo. Marketplaces we read that list it: 1 (Official MCP Registry). Context Engine is an MCP server published by melonelish. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. 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
MarketplaceCodeCortex Context EngineContext Engine
Official MCP Registry Listed
Version: 0.1.0a10
Downloads/month (PyPI): 470
Downloads/week (PyPI): 58
Forks (GitHub): 2
Stars (GitHub): 8
Not marked · First seen
Listed
Version: 0.1.0
Downloads/month (PyPI): 73
Downloads/week (PyPI): 16
Forks (GitHub): 1
Stars (GitHub): 328
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

CodeCortex Context Engine vs Context Engine
FactCodeCortex Context EngineContext Engine
Marketplaces that list it11
Stars (GitHub) (differs)8 (worse)328 (better)
Forks (GitHub) (differs)2 (better)1 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (codecortex-context-engine)On your machine (melonelish-context-engine)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
LicenceNot statedNot stated
Repository (differs)github.com/behnamjalalico/codecortexgithub.com/melonelish/context-engine
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

CodeCortex Context Engine

In its own words, on Official MCP Registry:

Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.

Context Engine

In its own words, on Official MCP Registry:

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

How to run each

CodeCortex Context Engine As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio codecortex-context-engine -- uvx codecortex-context-engine mcp --path .

Context Engine As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio context-engine -- uvx melonelish-context-engine

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

Neither one's marketplaces publish the settings it asks for.

What it can do: CodeCortex Context Engine · What it can do: Context Engine · 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