SaC — Software as Content

Name: SaC — Software as Content
Author: Software-As-Content

by Software-As-Contentversion 0.1.2i★ 4 (Stars belong to another repo)iRuns on your computer

Registry nameai.dynsoft/sac

How to install

What it does

Give your AI agent the ability to respond with live, interactive apps that evolve.

Connects Runs on your computer
Account or key Needs SAC_API_KEY, SAC_SEARCH_API_KEY
Category Other

Install

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

Passed 2/3 checks · Runs on your computer · ✓ Commands checked Nov 14, 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

You need a SaC — Software as Content key (create it on the maker’s site) · Install Python (uv) on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone

Install Python (uv)
One time only; it works for every server that needs Python (uv)
Open the Python (uv) download page ↗
Done
Sign up and create a SaC — Software as Content key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Done
Open the Claude desktop app’s settings file
SettingsDeveloperEdit Config
Done

Paste these settings and save the file

{
  "mcpServers": {
    "sac": {
      "command": "uvx",
      "args": [
        "sac-sdk"
      ],
      "env": {
        "SAC_API_KEY": "your-value",
        "SAC_SEARCH_API_KEY": "your-value"
      }
    }
  }
}

Paste the key only into the app’s field, never into a chat or to anyone

Done

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

2 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.

SAC_API_BASE Custom API endpoint for OpenAI-compatible providers
SAC_MODEL Override the default generation model

Descriptions are as written by the maker.

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

ChatGPT cannot connect SaC — Software as Content yet

SaC — Software as Content 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 SaC — Software as Content

Steps for Claude →You need a SaC — Software as Content key (create it on the maker’s site) · Install Python (uv) on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
Steps for Claude Code →You need a SaC — Software as Content key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
Steps for Cursor →You need a SaC — Software as Content key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
Steps for VS Code →You need a SaC — Software as Content key (create it on the maker’s site) · Install Python (uv) 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

You need a SaC — Software as Content key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

Install Python (uv)
One time only; it works for every server that needs Python (uv)
Open the Python (uv) download page ↗
Done
Sign up and create a SaC — Software as Content key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Done
Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Done
4
Paste this command and press Enter
```
claude mcp add --scope user sac --env SAC_API_KEY=your-value --env SAC_SEARCH_API_KEY=your-value -- uvx sac-sdk
```
Replace “your-value” with your key before pressing Enter
Paste the key only into the app’s field, never into a chat or to anyone
Done
Type /mcp in Claude Code
You should see SaC — Software as Content listed as connected
Done
Try it
Use SaC — Software as Content and tell me what you can do for me, then show me one thing
✓ If Claude Code says it is using SaC — Software as Content or shows a SaC — Software as Content tool in the answer, you are connected

2 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.

SAC_API_BASE Custom API endpoint for OpenAI-compatible providers
SAC_MODEL Override the default generation model

Descriptions are as written by the maker.

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

You need a SaC — Software as Content key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

Install Python (uv)
One time only; it works for every server that needs Python (uv)
Open the Python (uv) download page ↗
Done
Sign up and create a SaC — Software as Content key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Done
Click this button to open Cursor
Open in Cursor
Cursor asks you to confirm; click Install
Done
Fill in your key
In the SaC — Software as Content settings, SAC_API_KEY, SAC_SEARCH_API_KEY is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Done
Open the AI chat in Cursor in Agent mode
Done
Try it
Use SaC — Software as Content and tell me what you can do for me, then show me one thing
✓ If Cursor says it is using SaC — Software as Content or shows a SaC — Software as Content tool in the answer, you are connected

2 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.

SAC_API_BASE Custom API endpoint for OpenAI-compatible providers
SAC_MODEL Override the default generation model

Descriptions are as written by the maker.

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

You need a SaC — Software as Content key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

Install Python (uv)
One time only; it works for every server that needs Python (uv)
Open the Python (uv) download page ↗
Done
Sign up and create a SaC — Software as Content key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Done
Click this button to open VS Code
Open in VS Code
VS Code asks you to confirm; click Install
Done
Fill in your key
In the SaC — Software as Content settings, SAC_API_KEY, SAC_SEARCH_API_KEY is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Done
Open the AI chat in VS Code in Agent mode
Done
Try it
Use SaC — Software as Content and tell me what you can do for me, then show me one thing
✓ If VS Code says it is using SaC — Software as Content or shows a SaC — Software as Content tool in the answer, you are connected

2 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.

SAC_API_BASE Custom API endpoint for OpenAI-compatible providers
SAC_MODEL Override the default generation model

Descriptions are as written by the maker.

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 SaC — Software as Content💬 Discussion →

For developers: Terminal commands and JSON settings

Installed on your computer

Claude Code

claude mcp add --scope user sac --env SAC_API_KEY=your-value --env SAC_SEARCH_API_KEY=your-value -- uvx sac-sdk

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "sac": {
      "command": "uvx",
      "args": [
        "sac-sdk"
      ],
      "env": {
        "SAC_API_KEY": "your-value",
        "SAC_SEARCH_API_KEY": "your-value"
      }
    }
  }
}

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "sac": {
      "command": "uvx",
      "args": [
        "sac-sdk"
      ],
      "env": {
        "SAC_API_KEY": "your-value",
        "SAC_SEARCH_API_KEY": "your-value"
      }
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "sac": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "sac-sdk"
      ],
      "env": {
        "SAC_API_KEY": "your-value",
        "SAC_SEARCH_API_KEY": "your-value"
      }
    }
  }
}

Values you fill in

SAC_API_KEY secret required env
API key for the LLM provider (OpenRouter, Anthropic, OpenAI, etc.)
SAC_API_BASE env
Custom API endpoint for OpenAI-compatible providers
SAC_MODEL env
Override the default generation model
SAC_SEARCH_API_KEY secret required env
Tavily API key for web search in generated apps

Descriptions are as written by the maker.

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

At a glance

GitHub stars i: 4 (Stars belong to another repo)
This listing points to someone else’s repo, so its stars are not counted in rankings
Downloads per weeki: 14/wk
Verified domain: ✓ dynsoft.ai
Licence i: Apache-2.0
Connection: Runs on your computer
Transport: stdio
Latest versioni: 0.1.2
Categoryi: Other
Published to registryi: May 24, 2026
Code last changedi: Sep 11, 2026
Maker: Software-As-Content
Packages: pypi: sac-sdk
Repo: dynsoft-lab/software-as-content-sdk
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 14, 2026

! Caution
Maker matches the repo
The publisher (dynsoft.ai) is not the repo owner (dynsoft-lab); someone else may have listed it
✓ Pass
Still maintained
Code last changed 2 months ago
✓ 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

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 0% of the other 19795 servers in this category
Published to the registry more recently than 7% of the other 19795 servers in this category
Basic checks equal to or better than 45% of the other 19795 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 SaC — Software as Content safe?

It passed 2 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?

You need to fill in: SAC_API_KEY, SAC_SEARCH_API_KEY

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 2 months ago, and the latest version (0.1.2) reached the registry 6 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) on your computer.

What can I use instead?

In the same category: World Monitor, Claude Flow, Windmill

Others in the same category

Servers in the same category from other makers, sorted 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★ 90.6KUpdated today

Runs in the cloud✓ service owner · worldmonitor.app

How to connect

Claude Flow

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

by ruvnetWidely used↓ 13.5K/wk★ 81.7KUpdated 14 months ago

Runs on your computer

Install

Windmill

Run Windmill scripts and flows and manage jobs, schedules, resources and variables.

by windmill-labsWidely used★ 18.6KUpdated 2 days ago

Runs in the cloud

How to connect

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.

SaC SDK

Interaction layer between you and your agents.

AI agents can reason, code, and call APIs — but when they need to communicate back to you, all they have is text. SaC (Software as Content) is the missing interaction layer: your agent responds with a live, persistent, interactive app that evolves as the conversation continues. Not a screenshot, not a markdown wall — a real UI you click, explore, and shape together with your agent.

Quickstart

1. Install

pip install sac-sdk

2. Run

sac serve

First time? It'll ask for your API key and save it. Then open http://localhost:18420, type *"3-day Tokyo trip planner with budget"*, and watch a live React app stream in. Click buttons. Ask it to evolve. This is SaC running a built-in agent loop — no external agent needed.

Connect to your agent

SaC plugs into the agent you already use — through MCP, Skill, or code.

Claude Code (MCP)

pip install sac-sdk

sac setup claude-code # registers SaC as an MCP server

Restart Claude Code. Then try:

*"Help me understand this codebase using a visualized and interactive app using SaC MCP."*

Setup details →

Codex (Skill)

pip install sac-sdk

sac setup codex # installs the SaC skill sac serve # keep running in a terminal

Setup details →

OpenClaw (Skill)

pip install sac-sdk

sac setup openclaw # installs the SaC skill sac serve # keep running in a terminal

Setup details →

Python (build your own agent)

from sac import SaC

sac = SaC() conv = sac.conversation() app = await conv.generate("3-day Tokyo itinerary") print(app.url) # user opens this

app.code contains the generated TSX

How it works

Your agent ──▶ SaC ──▶ User sees a live app at a URL

◀── User clicks a button / types a message Your agent ──▶ SaC ──▶ Same URL, app evolves in place ◀── ...

One URL, one conversation. The agent doesn't generate a new page every turn — it evolves the existing app. Users keep their context; the agent keeps its state.

Two channels, one loop: every response is either a UI update (the app evolves) or a chat reply (a text bubble). Users can click buttons in the app OR type in the chat — both go back to the agent through the same callback.

When to use SaC

SaC is for tasks where exploration and interaction matter more than a final answer.

Good fit: trip planning, data analysis dashboards, comparison shopping, project planning, research, financial reviews, decision aids, internal tools

Not the right tool for: simple Q&A, one-shot automations ("set an alarm"), conversations that are purely text

Customize

Every layer is pluggable:

from sac import SaC, FileStore

sac = SaC( llm=YourLLMProvider(...), # any class implementing LLMProvider search=YourSearchProvider(...), # any class implementing SearchProvider store=FileStore(".sac"), )

Prompts live in src/sac/runtime/prompts/ and the default design system is in src/sac/renderer/design-systems/default/.

Architecture

src/sac/

├── sac.py / conversation.py Entry + Conversation primitive ├── runtime/ Generate + Evolve pipeline, prompts, providers ├── server/ │ ├── http/ FastAPI + SSE streaming + viewer │ └── mcp/ MCP stdio server (Claude Code integration) └── renderer/ iframe sandbox + design system

Full architecture →

Project status

v0.1.2 — alpha. The core protocol (generate → evolve → callback loop) is stable and runs in production at sac.dynsoft.ai. The SDK surface is being polished toward v1.0.

Contributing

Issues and PRs welcome. Highest-leverage contributions right now:

Prompt improvements in src/sac/runtime/prompts/
Design system contributions in src/sac/renderer/design-systems/

For local dev: pip install -e .

License

Apache-2.0

SaC — Software as Content

What it does

Install

Install Python (uv)

Sign up and create a SaC — Software as Content key

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 Python (uv)

Sign up and create a SaC — Software as Content key

Open Terminal

Paste this command and press Enter

Type /mcp in Claude Code

Try it

Install Python (uv)

Sign up and create a SaC — Software as Content key

Click this button to open Cursor

Fill in your key

Open the AI chat in Cursor in Agent mode

Try it

Install Python (uv)

Sign up and create a SaC — Software as Content key

Click this button to open VS Code

Fill in your key

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

Discussion

User reviews

Compared with others in Otheri

Common questions

Others in the same category

World Monitor

Claude Flow

Windmill

README from the maker

SaC SDK

Interaction layer between you and your agents.

Quickstart

1. Install

2. Run

Connect to your agent

Claude Code (MCP)

Codex (Skill)

OpenClaw (Skill)

Python (build your own agent)

app.code contains the generated TSX

How it works

When to use SaC

Customize

Architecture

Project status

Contributing

License