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MCP server · Social

Trends MCP

by · github.com/rugvedp/Trends-MCP

MCP for Claude to fetch trending data from platforms like YouTube, TikTok, and Instagram Reels

Unclaimed last commit a year ago social
InstallView source
39Low

Scored 4 days ago · breakdown

About Trends MCP

Trends MCP is an MCP server published by rugvedp in the Social category: mCP for Claude to fetch trending data from platforms like YouTube, TikTok, and Instagram Reels.

The repository has 30 stars and 6 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/rugvedp/Trends-MCP

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 2 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • !License declaredNo license file. Legally you have no right to use it in a product.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • !Dependencies pinnedNo lockfile. Installs can pull different code over time.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.

1 check has not been run yet.

README

🚀 Whats Trending On Social Media

This MCP fetches trending data from platforms like YouTube, TikTok, and Instagram Reels using various scraping and API techniques. It's designed to run under FastMCP and exposes tools that can be consumed via a local CLI or server.

Animation

🛠️ Dependencies

Make sure the following Python packages are installed:

  • beautifulsoup4
  • youtube-comment-downloader
  • yt_dlp
  • requests
  • fastmcp

🚀 Available Tools

🔹 get_comments_yt()

Fetches YouTube comments for a given video ID.

🔹 get_yt_trending_global()

Fetches globally trending YouTube videos (default region: US).

🔹 get_yt_trending_by_region()

Fetches region-specific YouTube trending videos.

🔹 get_yt_video_info()

Returns detailed metadata about a YouTube video.

🔹 tiktok_trending_global()

Fetches trending TikTok videos via the RapidAPI and summarizes them.

🔹 get_this_weeks_reels_trends()

Scrapes weekly Instagram Reels trends from Later.com.

📁 File Structure

This module can be executed via CLI or server mode using FastMCP:

fastmcp run server.py

🌐 External Resources

YouTube Trending Feed: https://www.youtube.com/feed/trending

Instagram Reels Trends Source: https://later.com/blog/instagram-reels-trends/

TikTok RapidAPI: https://rapidapi.com/ponds4552/api/tiktok-best-experience

📌 MCP Config File

{
  "mcpServers": {
    "Whats Trending On Social Media": {
      "command": "uv",
      "args": [
        "run",
        "--with",
        "mcp[cli]",
        "--with",
        "fastmcp",
        "--with",
        "youtube-comment-downloader",
        "--with",
        "yt_dlp",
        "--with",
        "beautifulsoup4",
        "--with",
        "requests",
        "mcp",
        "run",
        "server.py"
      ],
      "env":{
        "tiktok": "<tiktok token goes here>"
    }
    }
  }
}

🧪 Run Locally To run the server locally:

fastmcp run server.py

📎 Notes

YouTube comment extraction uses unofficial scraping and may break with YouTube changes.

TikTok API requires a valid RapidAPI key.

Instagram scraping is done by parsing Later.com's blog – may vary if structure changes.

🧑‍💻 Author

Trends-MCP by Rugved Patil.

README fetched from the repository 2 days ago. The original is authoritative.

Questions

About Trends MCP

How do I install Trends MCP?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Trends MCP safe to use with an AI agent?

Its trust score is 39 out of 100 (low). It passes 2 of the 5 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Trends MCP still maintained?

The last commit was a year ago and 2 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.