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What it does

Context Assurance for AI agents: context engineering, AI cost optimization, verification.

Description as published by the publisher in the official MCP Registry, read 10 Oct 2026. Not written or verified by Few Servers.

Facts

Registry name	`io.github.juyterman1000/entroly`
Publisher	GitHub account juyterman1000 Namespace verified by the registry through the publisher's GitHub account.
Category	AI, memory and agents sorted by our keyword rules
Transport	local package (PyPI, npm)
Version	1.0.86
This version published	4 Oct 2026
GitHub stars	475 on juyterman1000/entroly read from GitHub on 12 Oct 2026. GitHub's count, not a rating by us.
Last seen	10 Oct 2026, in our crawl of the official MCP Registry
Tested by Few Servers	No

PyPI package, as published: entroly · version 1.0.86 · transport stdio
```
uvx entroly
```
Standard run command for PyPI packages. The registry publishes the package name, not a command; check the repository for required arguments.
npm package, as published: entroly-mcp · version 1.0.86 · transport stdio
```
npx -y entroly-mcp
```
Standard run command for npm packages. The registry publishes the package name, not a command; check the repository for required arguments.

Install details read from the registry record on 12 Oct 2026. We have not run this server.

The registry record declares settings, none marked secret. Declared by the publisher:

Being listed is not a safety check. Read the repository and check what a server asks for before you connect it. How the directory works.

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