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The social-trends-mcp MCP server was last committed 1d ago and has 1 contributor. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

social-trends-mcp MCP Server

Name: caicai-yao/social-trends-mcp
Rating: 3.1 (1 reviews)
Author: caicai-yao

caicai-yao/social-trends-mcp

Score: 53.3 Rank #46 MCP Server

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Real-time trending topics from X, TikTok, YouTube & Instagram — MCP Server + REST API with multi-language search

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Overview

caicai-yao/social-trends-mcp is a Python MCP server licensed under MIT. Real-time trending topics from X, TikTok, YouTube & Instagram — MCP Server + REST API with multi-language search

Ranked #46 out of 100 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Good

License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

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Dependents medium impact

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Markdown

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 1
Dependents: —
Language: Python
License: MIT
Last Commit: 1d ago

Matched Queries

"mcp server""mcp-server"

From the README

<div align="center">

# 🌍 Social Trends MCP

**Real-time trending topics from X, TikTok, YouTube & Instagram — as an MCP Server**

Ask Claude *"What's trending on TikTok right now?"* and get real answers.

[Quick Start](#-quick-start) · [MCP Setup](#-mcp-setup) · [REST API](#-rest-api) · [Docker Deploy](#-docker-deployment) · [Contributing](#-contributing)

</div>

---

## What is this?

A social media trends aggregator that works in **two modes**:

1. **MCP Server** — Plug into Claude Desktop, Cursor, or any MCP client. Ask trending questions in natural language.
2. **REST API** — Self-hosted API service with auto-refresh every 6 hours, PostgreSQL storage, and WebSocket push.

### Supported Platforms

| Platform | Method | API Key Required? |
|----------|--------|-------------------|
| 🎬 YouTube | Data API v3 | ✅ Free (10K units/day) |
| 🎵 TikTok | Creative Center API | ❌ No |
| 🐦 X (Twitter) | Web scraping fallback | ❌ No (API optional, $200/mo) |
| 📸 Instagram | Meta Graph API

Read full README on GitHub →