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ClaudeWave

MCP server for live TikTok hashtag trend data. Track viral hashtags and growth spikes from Claude, Cursor, VS Code and more.

MCP ServersOfficial Registry0 stars1 forksPythonMITUpdated 1mo ago
ClaudeWave Trust Score
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  • Open-source license (MIT)
  • Recently active
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  • Documented (README)
Last scanned: 8/19/2026
Install in Claude Code / Claude Desktop
Method: pip / Python · tiktok-trends-mcp
Claude Code CLI
claude mcp add tiktok-trends-mcp -- python -m tiktok-trends-mcp
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "tiktok-trends-mcp": {
      "command": "python",
      "args": ["-m", "tiktok-trends-mcp"]
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
💡 Install first: pip install tiktok-trends-mcp
Use cases

MCP Servers overview

# tiktok-trends-mcp

[![TikTok Trends](https://img.shields.io/badge/TikTok%20Trends-010101?style=flat-square)](https://trendsmcp.ai/tiktok-trends)
[![MCP](https://img.shields.io/badge/MCP-compatible-blue?style=flat-square)](https://modelcontextprotocol.io)
[![Works with Claude](https://img.shields.io/badge/Claude-supported-orange?style=flat-square)](https://trendsmcp.ai/mcp-server-for-claude)
[![Works with Cursor](https://img.shields.io/badge/Cursor-supported-purple?style=flat-square)](https://trendsmcp.ai/mcp-server-for-cursor)

> **TikTok trend data for AI assistants**
> Spot TikTok trends before they go mainstream. Track hashtag volume growth, viral spikes, and platform-specific demand signals - all accessible from your AI in plain language.

**Full docs and live demo:** [https://trendsmcp.ai/tiktok-trends](https://trendsmcp.ai/tiktok-trends)

Part of **[Trends MCP](https://trendsmcp.ai)** - the MCP server for live trend data across 12+ sources.
See the main repo: [https://github.com/trendsmcp/trends-mcp](https://github.com/trendsmcp/trends-mcp)

---

## Get started in 2 steps

**Step 1:** Get your free API key at **[trendsmcp.ai](https://trendsmcp.ai)**
100 requests/day, no credit card required.

**Step 2:** Add to your AI client (replace `YOUR_API_KEY`):

[**+ Add to Cursor (one click)**](cursor://anysphere.cursor-deeplink/mcp/install?name=trends-mcp&config=eyJ1cmwiOiAiaHR0cHM6Ly9hcGkudHJlbmRzbWNwLmFpL21jcCIsICJ0cmFuc3BvcnQiOiAiaHR0cCJ9)

**Cursor / Windsurf / Cline** &nbsp; (`~/.cursor/mcp.json` or equivalent)
```json
{
  "mcpServers": {
    "trends-mcp": {
      "url": "https://api.trendsmcp.ai/mcp",
      "transport": "http",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}
```

**VS Code / GitHub Copilot** &nbsp; (`.vscode/mcp.json`)
```json
{
  "servers": {
    "trends-mcp": {
      "type": "http",
      "url": "https://api.trendsmcp.ai/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}
```

**Claude Desktop** &nbsp; (`claude_desktop_config.json`)
User → Settings → Developer → Edit Config — add inside mcpServers
```json
{
  "mcpServers": {
    "trends-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://api.trendsmcp.ai/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer YOUR_API_KEY"
      }
    }
  }
}
```

**Claude.ai** (browser) &nbsp; Settings -> Connectors -> Add custom connector:
```
https://api.trendsmcp.ai/mcp
```

---

## Example query

After connecting, ask your AI:
```
get_trends(keyword='booktok', source='tiktok', data_mode='weekly')
```

---

## Available tools

| Tool | What it does |
|------|-------------|
| `get_trends` | Time-series for a keyword on this source |
| `get_growth` | Growth % over 1W, 1M, 3M, 6M, 1Y periods |
| `get_top_trends` | What is trending right now on this source |
| `get_ranked_trends` | Top topics ranked by volume |

---

## FAQ

### What TikTok data does Trends MCP provide?

TikTok hashtag trend volume - normalized interest, growth rate, and historical time series. This reflects how frequently a hashtag appears and grows on the platform over time.

### How early can I detect a TikTok trend?

Trends MCP returns weekly and daily data. Daily data (last 30 days) lets you spot early-stage growth spikes before a hashtag reaches mainstream saturation.

### Can I compare TikTok trends against Google Search?

Yes. Query both sources in one call. TikTok often shows spikes 2-4 weeks before the same topic rises on Google Search, making cross-platform comparison a leading indicator strategy.

### Does this work for brand monitoring on TikTok?

Yes. Track a brand name or product hashtag over time to measure TikTok presence growth relative to competitors.

### Are TikTok hashtags case-sensitive?

No. The query is normalized before lookup. You can use 'booktok', 'BookTok', or '#booktok' - all return the same signal.

---

## All data sources

Trends MCP covers 12+ sources in one connection:
Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia,
News Sentiment, Web Traffic, App Downloads, Steam, npm, and more.

Browse all: [https://trendsmcp.ai/data-sources](https://trendsmcp.ai/data-sources)


---

## Also works as a Python client

Same API key works directly in Python - no MCP host needed.

```bash
pip install tiktok-trends-mcp
```

```python
import os
from tiktok_trends_mcp import TrendsMcpClient, SOURCE

client = TrendsMcpClient(api_key=os.environ["TRENDSMCP_API_KEY"])

series  = client.get_trends(source=SOURCE, keyword="your keyword")
growth  = client.get_growth(source=SOURCE, keyword="your keyword", percent_growth=["1M", "3M", "12M"])
top     = client.get_top_trends(type="Tiktok", limit=10)
```

Full Python docs: [trendsmcp.ai/docs](https://trendsmcp.ai/docs)
---

## License

MIT &copy; [Trends MCP](https://trendsmcp.ai)
ai-toolsanalyticsapiasyncclaudecontent-strategycursorhashtagllm-toolsmarket-researchmcpmodel-context-protocolno-scrapingpypipythonsocial-mediatiktoktiktok-apitrend-datatrendsmcp

What people ask about tiktok-trends-mcp

What is trendsmcp-ai/tiktok-trends-mcp?

+

trendsmcp-ai/tiktok-trends-mcp is mcp servers for the Claude AI ecosystem. MCP server for live TikTok hashtag trend data. Track viral hashtags and growth spikes from Claude, Cursor, VS Code and more. It has 0 GitHub stars and its last recorded update is dated 2026-06-21.

How do I install tiktok-trends-mcp?

+

You can install tiktok-trends-mcp by cloning the repository (https://github.com/trendsmcp-ai/tiktok-trends-mcp) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is trendsmcp-ai/tiktok-trends-mcp safe to use?

+

Our security agent has analyzed trendsmcp-ai/tiktok-trends-mcp and assigned a Trust Score of 90/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains trendsmcp-ai/tiktok-trends-mcp?

+

trendsmcp-ai/tiktok-trends-mcp is maintained by trendsmcp-ai. The last recorded GitHub activity is dated 2026-06-21, with 0 open issues.

Are there alternatives to tiktok-trends-mcp?

+

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

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