SAGE Wrapper

Name: SAGE Wrapper
Author: PsYcGoD

by PsYcGoDversion 2.6.2i★ –iRuns on your computer

Registry nameio.github.PsYcGoD/sage

Install

Overview

Description from the maker (original English)

Command wrapper MCP server for coding agents, compression, workflows, and local automation.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs on your computer
Transport: stdio
Category: Other

Install

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

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
The registry lists no key to fill in.

You need

npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "sage": {
      "command": "npx",
      "args": [
        "-y",
        "psycgod-sage"
      ]
    }
  }
}

Run this in your terminal

claude mcp add sage -- npx -y psycgod-sage

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "sage": {
      "command": "npx",
      "args": [
        "-y",
        "psycgod-sage"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "sage": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "psycgod-sage"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

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

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 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account PsYcGoD, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
– 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

Compared with others in Otheri

More stars than 0% of the other 32545 servers in this category
Published to the registry more recently than 42% of the other 32545 servers in this category
Basic checks equal to or better than 100% of the other 32545 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 SAGE Wrapper safe?

It passed 1 of 1 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 –, and the latest version (2.6.2) reached the registry 2 months ago.

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: Spec Driven Development, Remote Desktop Commander, Python MCP

Alternatives

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

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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

Runs on your computer★ 440MITUpdated 14 months ago

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Remote Desktop Commander

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Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated yesterday

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Local-only Python MCP server for the Files.com API.

Runs on your computerUpdated today

Install

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.

SAGE - Smart Agent Guidance Engine

SAGE is a local-first command wrapper for AI coding agents. It keeps full terminal output on your machine, sends agents a clean compressed summary, and tracks proof metrics without uploading your raw logs.

Use it with Claude Code, Codex, Cursor, Windsurf, OpenCode, Cline, custom agents, CI scripts, and normal terminal workflows.

Start Here: Install SAGE, Use once sage run -- python -m pytest, Then Use Any AI Agent

Package installation is passive for package-registry safety. After installing, run sage install once to activate SAGE for supported local AI agents.

PyPI / pip

pip install psycgod-sage

or

python -m pip install --upgrade psycgod-sage sage install sage run -- python -m pytest

npm / npx

npm install -g psycgod-sage

npx -y psycgod-sage install npx -y psycgod-sage run -- npm test

After install, restart any open AI-agent sessions. New sessions should read the SAGE instructions automatically and route terminal commands through SAGE.

Example prompt after restarting your AI agent:

Please help me with my general book in this folder.

Natural shortcuts also work:

sage pytest

sage npm test sage git status

These are treated as:

sage run -- pytest

sage run -- npm test sage run -- git status

What SAGE Does

Step	Result
`sage install`	Activates the machine locally, repairs global/project agent instructions, and verifies activation
`sage run --`	Runs the command, stores raw output locally, and returns a compact useful summary
Agent memory/hooks	Tell supported AI agents to use SAGE for noisy terminal work
Local database	Keeps command history, compression proof, and retry context on the user's machine
Local proof	Keeps command and compression metrics on the user's machine

SAGE does not auto-enable MCP. MCP is optional and manual for users who want it.

Recorded Local Metrics

Latest pulled stats as of 2026-08-01:

Metric	Value
SAGE telemetry command events	27,892
Tokens processed	799.5M
Tokens saved	783.7M
Compression rate	98.02%
Estimated savings	$16,261.90
Command success rate	88.3%
PyPI downloads, last 7 days	632
npm downloads, last 7 days	362
GitHub clones, last 14 days	574

Why It Helps

AI coding agents burn context on repeated logs, failed test output, install noise, stack traces, and build spam. SAGE sits between the command and the agent.

Without SAGE	With SAGE
Agent sees full noisy terminal output	Agent sees the useful summary
Context disappears fast	Context lasts longer
Repeated failures waste tokens	Errors are grouped and explained
Raw logs may enter prompts	Raw logs stay local
Hard to prove savings	SAGE records proof metrics

Distribution

Channel	Package	Status
PyPI	`psycgod-sage`	Canonical Python package
npm / npx	`psycgod-sage`	Node launcher for the Python core
MCP Registry	`io.github.PsYcGoD/sage`	Optional/manual MCP entry
Glama	`PsYcGoD/sage`	Optional/manual hosted MCP listing

The npm package delegates to the Python implementation so both install paths use the same local database, telemetry rules, compression, and command behavior.

Common Commands

sage install                       # Activate this machine and AI-agent instructions

sage doctor --activation # Verify activation npx -y psycgod-sage doctor --activation sage run -- # Wrap any command sage run --cwd /project -- # Explicit workspace for host integrations sage pytest # Shortcut for: sage run -- pytest sage npm test # Shortcut for: sage run -- npm test sage git status # Shortcut for: sage run -- git status sage context stats # Token savings summary sage context report # Full compression report sage history --limit 10 # Recent command history sage explain --failed # Explain the latest failed command sage suggest --failed # Suggest the next fix sage fix --apply # Try an automatic fix sage ml setup # Optional ML V2 dependencies sage mcp install # Optional/manual MCP config sage dashboard start # Local dashboard

Privacy Modes

Mode	Requires login?	Sends data?	What leaves the machine?
Local-only	No	No	Nothing
Debug telemetry	Optional	Opt-in only	Redacted diagnostic summaries

SAGE is designed to keep prompts, source code, credentials, raw command output, and project files local unless the user deliberately enables a feature that requires sending data.

Known Limitations

Limitation	What To Do
Already-open AI-agent sessions may not reload new instructions	Restart Claude/Codex/Cursor/Windsurf/OpenCode after `sage install`
Locked-down host apps can disable shell tools	SAGE cannot enable tools the host application has blocked
A host starts its shell in the wrong folder	Pass `sage run --cwd --` or set `SAGE_WORKSPACE_CWD`
npm/PyPI installs cannot safely auto-run activation	Run `sage install` once after package install
MCP can disconnect in some stdio agent sessions	Use normal `sage run --` by default; enable MCP manually only if needed
Package installs are passive by design	Real activation starts with `sage install`

Demos

Flow	Preview
PyPI install
npm install
`sage run --`
CLI run

License

MIT. See LICENSE.

SAGE Wrapper

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

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

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

Python MCP

README from the maker

SAGE - Smart Agent Guidance Engine

Start Here: Install SAGE, Use once sage run -- python -m pytest, Then Use Any AI Agent

PyPI / pip

or

npm / npx

What SAGE Does

Recorded Local Metrics

Why It Helps

Distribution

Common Commands

Privacy Modes

Known Limitations

Demos

Links

License