Social Growth Engineers
Viral short-form videos, hooks, app growth playbooks and App Store data for marketers.
Que pouvez-vous faire avec 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?"
Installation
Ajoutez ceci à la configuration MCP de votre client (Claude Desktop : claude_desktop_config.json ; Cursor : .cursor/mcp.json ; VS Code et les autres utilisent la même forme « mcpServers »).
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
Tirée du README du projet sur GitHub, actualisée chaque semaine. Les liens ouvrent GitHub.
Sommaire
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/mcp
Any 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.
Questions fréquentes
Qu'est-ce que Social Growth Engineers ?
Viral short-form videos, hooks, app growth playbooks and App Store data for marketers.
Comment installer Social Growth Engineers ?
Il fonctionne comme serveur distant. Dans Claude Code : claude mcp add --transport http social-growth-engineers 'https://www.socialgrowthengineers.com/mcp'. Pour les autres clients, collez la configuration JSON de cette page dans leurs réglages MCP.
Faut-il une clé API pour Social Growth Engineers ?
Son entrée au registre n'indique aucune clé ni secret obligatoire. Certaines fonctions peuvent tout de même demander un compte auprès du service auquel il se connecte.
Social Growth Engineers est-il open source ?
Son code est public sur GitHub, mais le dépôt ne déclare pas de licence standard.
Qui maintient Social Growth Engineers ?
Il est publié par top-init. AI.tn le référence sans le maintenir ni le recommander.
Issu du registre MCP officiel. Être listé n'est pas une recommandation : vérifiez le code et les permissions d'un serveur avant de lui donner accès à vos données.