Social Growth Engineers
Viral short-form videos, hooks, app growth playbooks and App Store data for marketers.
What can you do with Social Growth Engineers?
- "Show me the most viral TikToks for meditation apps this month and the hooks they used."
- "Which hook formats are working best for fitness apps right now?"
- "Break down the growth strategy behind Cal AI."
- "Find SGE articles on UGC creator programs for apps."
- "Analyze this TikTok: what made it go viral?"
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
claude mcp add --transport http social-growth-engineers 'https://www.socialgrowthengineers.com/mcp'{
"mcpServers": {
"social-growth-engineers": {
"type": "http",
"url": "https://www.socialgrowthengineers.com/mcp"
}
}
}Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
Social Growth Engineers MCP server
Social Growth Engineers (SGE) gives your AI assistant the research behind short-form growth: viral TikTok and Reels videos, the hooks that made them work, app growth playbooks, articles and reports, plus live App Store data.
Website · Join SGE · Prometheus research agent · Official MCP Registry
| Endpoint | https://www.socialgrowthengineers.com/mcp |
| Transport | Streamable HTTP (remote, hosted, nothing to install) |
| Auth | OAuth 2.1. Your client opens an SGE sign-in on first connect. No API key to copy. |
| Access | Included with an SGE membership |
| Registry name | com.socialgrowthengineers/mcp |
What you can ask
- "Show me the most viral TikToks for meditation apps this month and the hooks they used."
- "Which hook formats are working best for fitness apps right now?"
- "Break down the growth strategy behind Cal AI."
- "Find SGE articles on UGC creator programs for apps."
- "Analyze this TikTok: what made it go viral?"
Tools
| Area | Tools |
|---|---|
| Viral videos | Search viral short-form videos, find similar videos, analyze a video, content analytics |
| Hooks | Hook intelligence: which openings and formats perform, by vertical |
| Apps | Search and list apps, app accounts, app growth strategy, similar apps, categories |
| Articles & reports | Search and read SGE articles, similar articles, generate reports |
| App Store data | Live rankings and app details via App Store Tracker |
Connect
Claude Code
claude mcp add --transport http socialgrowthengineers https://www.socialgrowthengineers.com/mcpAny MCP client (Claude Desktop, Cursor, Windsurf, VS Code…): add the URL as a remote MCP server, or use .mcp.json. Sign in when prompted.
{
"mcpServers": {
"socialgrowthengineers": {
"type": "http",
"url": "https://www.socialgrowthengineers.com/mcp"
}
}
}Find it in MCP directories
Also from the same team
- App Store Tracker MCP: iOS rankings, reviews, keywords and revenue estimates
- Shortimize MCP: TikTok, Reels and Shorts analytics
About this repo
| What it is | Config only: the MCP Registry entry (server.json) and a client config (.mcp.json). The server itself runs at the endpoint above. |
| How it deploys | Bump version in server.json and merge to main. The publish workflow republishes to the MCP Registry after a maintainer approves the run. |
| Ownership proof | DNS TXT record on socialgrowthengineers.com. The signing key is a GitHub environment secret. |
| Health check | curl -s "https://registry.modelcontextprotocol.io/v0/servers?search=socialgrowthengineers" |
The files in this repo are MIT licensed. Use of the hosted service follows the terms at socialgrowthengineers.com.
Frequently asked questions
What is Social Growth Engineers?
Viral short-form videos, hooks, app growth playbooks and App Store data for marketers.
How do I install Social Growth Engineers?
It runs as a remote server. In Claude Code: claude mcp add --transport http social-growth-engineers 'https://www.socialgrowthengineers.com/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.
Does Social Growth Engineers need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is Social Growth Engineers open source?
Its code is public on GitHub, but the repository does not declare a standard license.
Who maintains Social Growth Engineers?
It is published by top-init. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.