Entroly

Name: Entroly
Author: juyterman1000

by juyterman1000version 1.0.90i★ 486iRuns on your computer

Registry nameio.github.juyterman1000/entroly

How to install

What it does

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

Connects Runs on your computer
Account or key No key needed
Category Other

Install

Pick the AI app you use, then copy the settings.

Passed 3/3 checks · Runs on your computer · ✓ Commands checked Nov 15, 2026

First: which AI do you use?

ClaudeWeb · app · phoneChatGPTWebClaude CodeTerminalCursorCode editorVS CodeCode editorOtherOther apps

Pick your app and the steps appear below.

Works with Claude, with some setup first

Install Node.js on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone

Let AI install it

Copy this message into a Claude chat. The AI checks your computer, tells you which file it will change, and waits for your OK every time.

Please install the MCP server Entroly for Claude on this computer, in this order: 1) Check Node.js with node -v. If it is missing, tell me to install it from https://nodejs.org/en/download; do not install it yourself. 2) Use only this config (already checked by PopNx MCP): { "mcpServers": { "entroly": { "command": "npx", "args": [ "-y", "entroly-mcp" ] } } } 3) Tell me the full path of the file you will change, or the command you will run, and wait for my OK. 4) No key is needed. 5) Do what we agreed, then check that the Entroly tools really show up.

This message has no key in it. If a key is needed, the AI will ask you to paste it yourself into the file or the app’s field.

1
Install Node.js (if you don’t have it)
Already installed? Check first · Open Terminal, type this command and press Enter
node -v
- A version number such as v26.13.1 = installed, skip this step
- "command not found" (on Windows: "is not recognized") = not installed yet, or installed but Terminal needs to be closed and reopened
How to open Terminal
Mac: press ⌘ + Space, type Terminal, press Enter
Windows: open Start, type Windows PowerShell, then Open
Not installed: Open the official download page, pick the LTS version and the click-through installer: .pkg on Mac · .msi on Windows. Double-click and follow it to the end. No curl command needed
Open the Node.js download page ↗
When it’s done, close Terminal, open it again and run the same command. You should see a version number: node -v
Install once; it works for everything that needs Node.js
Done
Open the Claude desktop app’s settings file
SettingsDeveloperEdit Config
Done

Paste these settings and save the file

{
  "mcpServers": {
    "entroly": {
      "command": "npx",
      "args": [
        "-y",
        "entroly-mcp"
      ]
    }
  }
}

Done

Quit Claude and open it again
Done
Try it
Use Entroly and tell me what you can do for me, then show me one thing
✓ If Claude says it is using Entroly or shows a Entroly tool in the answer, you are connected

3 optional setting(s) (works without them)

The command above works without these. Add them only if you want to change something, following the maker’s description.

ENTROLY_MCP_PROFILE · default public
ENTROLY_MCP_PASSIVE · default 1
ENTROLY_NO_DOCKER · default 1

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

ChatGPT cannot connect Entroly yet

Entroly runs on your computer, but ChatGPT can only connect servers that run on the web

What you can do instead

A · Use an app that can connect Entroly

Steps for Claude →Install Node.js on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
Steps for Claude Code →Install Node.js on your computer first (one time)
Steps for Cursor →Install Node.js on your computer first (one time)
Steps for VS Code →Install Node.js on your computer first (one time)

B · Others in Other that work with ChatGPT

Picked from the most used in the same category, only ones that connect by address with no key

Hostinger✓ ChatGPT
World Monitor✓ ChatGPT
Svelte MCP✓ ChatGPT

Works with Claude Code, with some setup first

Install Node.js on your computer first (one time)

Let AI install it

Copy this message into a Claude Code chat. The AI checks your computer, tells you which file it will change, and waits for your OK every time.

Please install the MCP server Entroly for Claude Code on this computer, in this order: 1) Check Node.js with node -v. If it is missing, tell me to install it from https://nodejs.org/en/download; do not install it yourself. 2) Use only this config (already checked by PopNx MCP): claude mcp add --scope user entroly -- npx -y entroly-mcp 3) Tell me the full path of the file you will change, or the command you will run, and wait for my OK. 4) No key is needed. 5) Do what we agreed, then check that the Entroly tools really show up.

This message has no key in it. If a key is needed, the AI will ask you to paste it yourself into the file or the app’s field.

1
Install Node.js (if you don’t have it)
Already installed? Check first · Open Terminal, type this command and press Enter
node -v
- A version number such as v26.13.1 = installed, skip this step
- "command not found" (on Windows: "is not recognized") = not installed yet, or installed but Terminal needs to be closed and reopened
How to open Terminal
Mac: press ⌘ + Space, type Terminal, press Enter
Windows: open Start, type Windows PowerShell, then Open
Not installed: Open the official download page, pick the LTS version and the click-through installer: .pkg on Mac · .msi on Windows. Double-click and follow it to the end. No curl command needed
Open the Node.js download page ↗
When it’s done, close Terminal, open it again and run the same command. You should see a version number: node -v
Install once; it works for everything that needs Node.js
Done
Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Done

Paste this command and press Enter

claude mcp add --scope user entroly -- npx -y entroly-mcp

Done

Type /mcp in Claude Code
You should see Entroly listed as connected
Done
Try it
Use Entroly and tell me what you can do for me, then show me one thing
✓ If Claude Code says it is using Entroly or shows a Entroly tool in the answer, you are connected

3 optional setting(s) (works without them)

The command above works without these. Add them only if you want to change something, following the maker’s description.

ENTROLY_MCP_PROFILE · default public
ENTROLY_MCP_PASSIVE · default 1
ENTROLY_NO_DOCKER · default 1

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Cursor, with some setup first

Install Node.js on your computer first (one time)

Let AI install it

Copy this message into a Cursor chat. The AI checks your computer, tells you which file it will change, and waits for your OK every time.

Please install the MCP server Entroly for Cursor on this computer, in this order: 1) Check Node.js with node -v. If it is missing, tell me to install it from https://nodejs.org/en/download; do not install it yourself. 2) Use only this config (already checked by PopNx MCP): { "mcpServers": { "entroly": { "command": "npx", "args": [ "-y", "entroly-mcp" ] } } } 3) Tell me the full path of the file you will change, or the command you will run, and wait for my OK. 4) No key is needed. 5) Do what we agreed, then check that the Entroly tools really show up.

This message has no key in it. If a key is needed, the AI will ask you to paste it yourself into the file or the app’s field.

1
Install Node.js (if you don’t have it)
Already installed? Check first · Open Terminal, type this command and press Enter
node -v
- A version number such as v26.13.1 = installed, skip this step
- "command not found" (on Windows: "is not recognized") = not installed yet, or installed but Terminal needs to be closed and reopened
How to open Terminal
Mac: press ⌘ + Space, type Terminal, press Enter
Windows: open Start, type Windows PowerShell, then Open
Not installed: Open the official download page, pick the LTS version and the click-through installer: .pkg on Mac · .msi on Windows. Double-click and follow it to the end. No curl command needed
Open the Node.js download page ↗
When it’s done, close Terminal, open it again and run the same command. You should see a version number: node -v
Install once; it works for everything that needs Node.js
Done
Click this button to open Cursor
Open in Cursor
Cursor asks you to confirm; click Install
Done
Open the AI chat in Cursor in Agent mode
Done
Try it
Use Entroly and tell me what you can do for me, then show me one thing
✓ If Cursor says it is using Entroly or shows a Entroly tool in the answer, you are connected

3 optional setting(s) (works without them)

The command above works without these. Add them only if you want to change something, following the maker’s description.

ENTROLY_MCP_PROFILE · default public
ENTROLY_MCP_PASSIVE · default 1
ENTROLY_NO_DOCKER · default 1

Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with VS Code, with some setup first

Install Node.js on your computer first (one time)

Let AI install it

Copy this message into a VS Code chat. The AI checks your computer, tells you which file it will change, and waits for your OK every time.

Please install the MCP server Entroly for VS Code on this computer, in this order: 1) Check Node.js with node -v. If it is missing, tell me to install it from https://nodejs.org/en/download; do not install it yourself. 2) Use only this config (already checked by PopNx MCP): { "servers": { "entroly": { "type": "stdio", "command": "npx", "args": [ "-y", "entroly-mcp" ] } } } 3) Tell me the full path of the file you will change, or the command you will run, and wait for my OK. 4) No key is needed. 5) Do what we agreed, then check that the Entroly tools really show up.

This message has no key in it. If a key is needed, the AI will ask you to paste it yourself into the file or the app’s field.

1
Install Node.js (if you don’t have it)
Already installed? Check first · Open Terminal, type this command and press Enter
node -v
- A version number such as v26.13.1 = installed, skip this step
- "command not found" (on Windows: "is not recognized") = not installed yet, or installed but Terminal needs to be closed and reopened
How to open Terminal
Mac: press ⌘ + Space, type Terminal, press Enter
Windows: open Start, type Windows PowerShell, then Open
Not installed: Open the official download page, pick the LTS version and the click-through installer: .pkg on Mac · .msi on Windows. Double-click and follow it to the end. No curl command needed
Open the Node.js download page ↗
When it’s done, close Terminal, open it again and run the same command. You should see a version number: node -v
Install once; it works for everything that needs Node.js
Done
Click this button to open VS Code
Open in VS Code
VS Code asks you to confirm; click Install
Done
Open the AI chat in VS Code in Agent mode
Done
Try it
Use Entroly and tell me what you can do for me, then show me one thing
✓ If VS Code says it is using Entroly or shows a Entroly tool in the answer, you are connected

3 optional setting(s) (works without them)

The command above works without these. Add them only if you want to change something, following the maker’s description.

ENTROLY_MCP_PROFILE · default public
ENTROLY_MCP_PASSIVE · default 1
ENTROLY_NO_DOCKER · default 1

Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

JSON settings are under “For developers” below

Stuck? Ask people who use Entroly💬 Discussion →

For developers: Terminal commands and JSON settings

Installed on your computer

Claude Code

claude mcp add --scope user entroly -- npx -y entroly-mcp

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "entroly": {
      "command": "npx",
      "args": [
        "-y",
        "entroly-mcp"
      ]
    }
  }
}

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "entroly": {
      "command": "npx",
      "args": [
        "-y",
        "entroly-mcp"
      ]
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "entroly": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "entroly-mcp"
      ]
    }
  }
}

Values you fill in

ENTROLY_MCP_PROFILE env
ENTROLY_MCP_PASSIVE env
ENTROLY_NO_DOCKER env

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

At a glance

GitHub stars i: 486
Downloads per weeki: 438/wk
Licence i: Apache-2.0
Connection: Runs on your computer
Transport: stdio
Latest versioni: 1.0.90
Categoryi: Other
Published to registryi: Nov 15, 2026
Code last changedi: Nov 15, 2026
Maker: juyterman1000
Packages: pypi: entroly
npm: entroly-mcp
Repo: juyterman1000/entroly
Website: github.com
Registry status: Active

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Run on your computer in

Claude Goose LM Studio Msty Studio Cherry Studio Cursor VS Code + GitHub Copilot Visual Studio Windsurf (Devin Desktop)Zed Kiro Cline Continue JetBrains AI Assistant Claude Code Codex CLI Gemini CLI OpenCode nodecode Warp LibreChat Raycast

All apps, with pros and cons →

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 15, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account juyterman1000, which owns the repo
✓ Pass
Still maintained
Code last changed today
✓ Pass
Has a licence
Uses Apache-2.0
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Published vulnerabilities (OSV.dev)

No entries on OSV.dev for entroly-mcp@1.0.90

Checks only this package version, not every dependency · checked Nov 15, 2026

What we check → · JSON

Makers: ask for a re-check or report wrong info

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

No posts yet. Be the first to ask or share.

Posts here are written by users, not the PopNx team.

User reviews

No reviews yet

Compared with others in Otheri

More stars than 99% of the other 19889 servers in this category
Published to the registry more recently than 99% of the other 19889 servers in this category
Basic checks equal to or better than 100% of the other 19889 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Entroly safe?

It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed today, and the latest version (1.0.90) reached the registry today.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv), Node.js on your computer.

What can I use instead?

In the same category: World Monitor, openstatus, Oh My Posh Validator, Strata, Jitsu

Similar alternatives

Same category, other makers, commands already checked. Official ones first, then by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

World Monitor

Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 97 tools.

by koala73Widely used★ 90.7KUpdated yesterday

Runs in the cloud✓ service owner · worldmonitor.app

How to connect

openstatus

Manage monitors, status pages, incidents and maintenances in your openstatus workspace.

by openstatusHQWidely used★ 9.3KUpdated 2 months ago

Runs in the cloud✓ service owner · openstatus.dev

How to connect

Oh My Posh Validator

Validate oh-my-posh configurations and segment snippets against the official schema.

by JanDeDobbeleerWidely used★ 23.8K Stars for the whole repoUpdated 26 days ago

Runs in the cloud✓ service owner · ohmyposh.dev

How to connect

Strata

MCP server for progressive tool usage at any scale (see https://klavis.ai)

by Klavis-AIGrowing★ 5.8KUpdated 14 months ago

Runs in the cloudRepo archived✓ klavis.ai

How to connect

Jitsu

Manage Jitsu data pipelines: destinations, streams, connections, functions, live events.

by jitsucomWidely used★ 5.1KUpdated 4 months ago

Runs in the cloud✓ service owner · jitsu.com

How to connect

World Monitor — Runs in the cloud, nothing to install · No key needed
openstatus — Runs in the cloud, nothing to install · No key needed
Oh My Posh Validator — Runs in the cloud, nothing to install · No key needed
Strata — Runs in the cloud, nothing to install · No key needed
Jitsu — Runs in the cloud, nothing to install · No key needed

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Entroly — Select AI context with auditable recovery.

Receipt-backed selection records: what was kept, what was omitted, and the handle that recovers the exact original bytes.

Compression you can undo, on your own repository, in one command — without replacing your model or agent architecture.

pip install -U entroly · entroly verify-claims · entroly simulate

Entroly is an open-source, local-first AI token-efficiency and Context Assurance layer: budgeted evidence selection, recoverable context compression, content-addressed evidence recovery, and auditable receipts. Works through VS Code, Claude Code, Cursor, Codex, OpenClaw, GitHub Copilot, Aider, and OpenAI/Anthropic-compatible apps.

English · 简体中文 · 繁體中文 · 日本語 · 한국어 · Español · हिन्दी · Français · Deutsch · Português · Italiano · Türkçe · Tiếng Việt · Bahasa Indonesia · Polski · Nederlands · ไทย · Svenska · Čeština · Tagalog · Română

What is it? · Install · Quickstart · Benchmarks · Questions · Contribute

What is Entroly? (in plain English)

Entroly is a local-first context control plane for AI coding tools. It selects evidence within a token budget, preserves recoverable omissions, and records selection decisions in receipts. Three properties to evaluate on your task:


💰 Avoidable input cost	Smaller requests can reduce input cost when they reach a provider through an Entroly-controlled route. The result depends on the workload and provider cache — see the real numbers below.
🔍 Recoverable originals	Receipt-backed recovery retains source material locally. Exact recovery requires the referenced store and source bytes to remain available; it does not guarantee answer quality.
🧾 You can check its work	Every decision comes with a receipt: what was kept, what was left out, and why.

Do I have to change my code? No. On hosts with a verified prompt hook, Entroly runs before the model plans. MCP-only integrations remain callable tools that an agent may skip; API traffic is intercepted only when it is routed through the Entroly proxy. Check entroly activation status --json instead of assuming an installed integration is active.

Do I need to pay for anything to try it? No. The two commands in the Install section below run on your own machine, with no API key, and show you real numbers on your own project before you connect anything paid. (Missing native-engine support is reported without downloading packages — see the note under Install.)

Switching coding agents mid-task? entroly-work resume reconstructs unfinished work from durable repository evidence, even if the previous agent left no handoff. The receiving agent must review the inferred state and acknowledge it before claiming work through Entroly. Start with entroly-work --project . --json resume --to-agent codex; the agent continuity guide shows the complete flow and how to measure whether it actually saves rediscovery work on your tasks.

Contributing

Start with development setup and repository layout, then follow the architecture, style guide, and test instructions for the surface being changed. Source, delivery adapters, and benchmark evidence have different review requirements; the contributor guide explains their boundaries.

Install

Not sure which one? Pick Python. It's the complete version and what

most people use. The other packages expose different runtime surfaces.

Platform	Install	What you get
🐍 Python (pip) — recommended	`pip install -U entroly`	Everything: the command-line tool, the server your AI editor talks to, and the code library
📦 Node / npm	`npm install -g entroly`	Local Node/WASM CLI; the Python package has a broader CLI, SDK, and proxy surface
🦀 Rust (source build)	`cd entroly-core && cargo build --release --bin entroly-rs --features proxy`	One self-contained program, no Python or Node needed
🍺 Homebrew	`brew install juyterman1000/entroly/entroly`	The command-line tool on macOS/Linux
🐳 Docker	`docker pull ghcr.io/juyterman1000/entroly:latest`	Runs in a container, nothing installed on your machine

Prefer a package runner instead of a global install? These commands use the same published artifacts in an isolated tool cache:

# Node or Bun / WASM runtime

npx -y entroly@latest --help pnpm dlx entroly@latest --help bunx --bun entroly@latest --help

Complete Python runtime

uvx --from entroly entroly --help pipx run --spec entroly entroly --help

The Node commands provide the local WASM CLI. The Python commands provide the complete CLI, SDK, MCP, proxy, verification, and native-engine path described above. Entroly's release workflow smoke-tests all five runners against the exact version before a release is considered complete.

Now check that it worked — free, no API key:

cd /your/repo

entroly verify-claims entroly simulate

Both run locally. Neither calls an AI or proves answer quality, activation, or a lower provider bill. Use a task-specific --query with simulate; if it reports Relevance ranking is OFF, run entroly doctor before evaluating the selection.

Runtime package repair is off by default. If the native engine is missing, query-conditioned selection is unavailable and reduction figures are labelled unearned. Install it explicitly with python -m pip install -U entroly-core, call entroly.repair() from Python, or set ENTROLY_ENABLE_SELF_HEAL=1 to permit startup repair. This downloads through the configured package index (normally PyPI). ENTROLY_NO_SELF_HEAL=1 and ENTROLY_AIR_GAP=1 override repair consent. See Privacy and recovery-data security.

Extras (entroly[proxy], entroly[native], entroly[full]), the standalone Rust binary, and uninstall steps: Engine & install options.

Contributing from source? Follow the reproducible development setup. Local installation and the normal test suite need no API key; .env.example documents only optional workspace, offline, provider, and proxy settings.

Quickstart — by how you work

Start with the [local check](#install). entroly go registers an MCP

server for a detected editor and starts a proxy and dashboard. Route API

traffic through that proxy or use a supported host hook, then verify that

the integration actually ran. The table below shows the available paths.

Your situation	Do this	What it gets you
🟢 "I control my app's API base URL." (pip / Python user)	`pip install -U entroly && entroly go`	Starts the local proxy and dashboard; point your app at the displayed URL and check observed requests with `entroly value --json`
"I use Node, not Python." (npm user)	`npm install -g entroly && entroly init`	Node/WASM CLI and local MCP path; use Python for the full proxy and SDK path
"I want one binary, no runtime." (Rust user)	`cargo build --release --bin entroly-rs --features proxy` (from `entroly-core/`)	A single native program with no dependencies
"I use Claude Code, Codex, Gemini CLI, or VS Code agent plugins." (plugin user)	Install the Entroly plugin/extension for that host, submit one prompt, then run `entroly activation status --json`	A trusted prompt hook performs bounded local selection before planning; a receipt proves the hook ran
"I use Cursor with third-party configs enabled."	`entroly activation install --host cursor --project .`	Merges a reversible Claude-compatible prompt hook; native Cursor MCP remains advisory
"I use Kiro IDE 1.x or CLI 3.x."	`entroly activation install --host kiro --project .`	Installs a reversible project `PromptSubmit` hook whose stdout is added to agent context

| "I use another MCP host." | entroly attach create --client claude --project . --ttl 4h --install or the client-specific command in the compatibility matrix | Scoped Entroly tools and receipts;

Only the beginning is shown; read the rest in the repo

Entroly

What it does

Install

Install Node.js (if you don’t have it)

Open the Claude desktop app’s settings file

Paste these settings and save the file

Quit Claude and open it again

Try it

What you can do instead

Install Node.js (if you don’t have it)

Open Terminal

Paste this command and press Enter

Type /mcp in Claude Code

Try it

Install Node.js (if you don’t have it)

Click this button to open Cursor

Open the AI chat in Cursor in Agent mode

Try it

Install Node.js (if you don’t have it)

Click this button to open VS Code

Open the AI chat in VS Code in Agent mode

Try it

Installed on your computer

Values you fill in

At a glance

Which apps can use it

Related guides

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Published vulnerabilities (OSV.dev)

Discussion

User reviews

Compared with others in Otheri

Common questions

Similar alternatives

World Monitor

openstatus

Oh My Posh Validator

Strata

Jitsu

README from the maker

What is Entroly? (in plain English)

Contributing

Install

Complete Python runtime

Quickstart — by how you work