Social Growth Engineers

com.socialgrowthengineersPublished by socialgrowthengineers.comOfficial publisherv1.0.1Updated Oct 27, 2026

Viral short-form videos, hooks, app growth playbooks and App Store data for marketers.

VerifiedStreamable HTTPWeb executableWeb Search & Scraping Data & Analytics Business & Commerce

Server details

Identifier: com.socialgrowthengineers/mcp
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Oct 15, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified that this server's namespace belongs to socialgrowthengineers.com, which also runs its endpoint. That identifies the publisher; it does not make the server's tools safe.

SourceWeft's checks cover whether the listing is complete and the endpoint answered; they do not review the server's code or what its tools do.

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Overview

AI-generated overview

Hosted MCP server giving assistants SGE research on viral short-form videos, hooks, app growth playbooks and live App Store data.

What you can do: Search viral short-form videos, find similar videos, analyze a video and view content analytics
Explore hook intelligence: which openings and formats perform, by vertical
Search and list apps, app accounts, growth strategies, similar apps and categories
Search and read SGE articles and reports, find similar articles and generate reports
Look up live App Store rankings and app details
When to use it: Useful for marketers and app growth teams who want an assistant to research what is working in short-form video, compare hook formats by vertical, break down a competitor's growth strategy, or pull current App Store rankings.
Requirements: Remote hosted endpoint over Streamable HTTP; nothing to install. OAuth 2.1 sign-in through the client on first connect, no API key. Access is included with an SGE membership.

Before you install

Requires an SGE membership and sign-in, so usage is tied to your account. Report generation and other tools may create content on the service. Requests and queries go to the SGE hosted service under its own terms.

Installation

In SourceWeft

Open Social Growth Engineers in the dashboard and add it to a workspace.
Connect the required credentials. They are stored privately and never shown on public pages.
Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.socialgrowthengineers%2Fmcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "social-growth-engineers": {
      "type": "http",
      "url": "https://www.socialgrowthengineers.com/mcp"
    }
  }
}

README

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

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.

json

{  "mcpServers": {    "socialgrowthengineers": {      "type": "http",      "url": "https://www.socialgrowthengineers.com/mcp"    }  }}

{  "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.

Source: README.md at commit 2430500

Tools

This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

v1.0.1LatestOct 20, 2026
v1.0.0Oct 15, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
License10 pts
Declare a license in the repository or the registry entry.