Social Growth Engineers
RemoteAbout Social Growth Engineers
Social Growth Engineers provides research and data for marketers working on short-form video and app growth. Its material covers viral videos and hooks, growth playbooks, articles, reports and live App Store data.
Key features
- 01Search and analyze viral videos
- 02Explore hook formats by vertical
- 03Find app growth strategies
- 04Search articles and reports
- 05Access live App Store rankings and details
Use cases
- 01Research hooks used by viral videos
- 02Review growth strategies for similar apps
- 03Find articles on UGC creator programs
- 04Check app rankings and details
MCP support
Exposes remote MCP tools over Streamable HTTP for video research, hook analysis, app and article discovery, reports and App Store data. Access uses OAuth 2.1 and requires an SGE membership.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://www.socialgrowthengineers.com/mcpclaude mcp add --transport http com-socialgrowthengineers https://www.socialgrowthengineers.com/mcp{"mcpServers":{"com-socialgrowthengineers":{"type":"http","url":"https://www.socialgrowthengineers.com/mcp"}}}Open in Cursor{"servers":{"com-socialgrowthengineers":{"type":"http","url":"https://www.socialgrowthengineers.com/mcp"}}}Open in VS Code{"mcpServers":{"com-socialgrowthengineers":{"type":"http","url":"https://www.socialgrowthengineers.com/mcp"}}}{"mcpServers":{"com-socialgrowthengineers":{"serverUrl":"https://www.socialgrowthengineers.com/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project READMESocial 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.
Comments
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