TikTok videos that beat their creator's usual views, trends, hashtags and sounds by niche.
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Optional. Bearer vf_live_... key from viewlify.app Settings > API & MCP. Without it, the public tools return a 5-result preview.
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TikTok videos beating their own creator's usual views by the widest margin (the real breakouts), optionally for a niche or free-text search. Each result includes the outlier multiple and the creator's baseline (Pro and Agency keys; otherwise a 5-result preview without them).
Max results (1-50)
Niche slug to focus on
Free-text query (keyword, creator, hashtag)
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Run in a terminal
claude mcp add --transport http viewlify https://viewlify.app/api/mcp
Headers
Authorization (optional, not in the config above): Optional. Bearer vf_live_... key from viewlify.app Settings > API & MCP. Without it, the public tools return a 5-result preview.TikTok videos beating their own creator's usual views by the widest margin (the real breakouts), optionally for a niche or free-text search. Each result includes the outlier multiple and the creator's baseline (Pro and Agency keys; otherwise a 5-result preview without them).
| Argument | Type | Description |
|---|---|---|
| limit | number | Max results (1-50) |
| niche | string | Niche slug to focus on |
| search | string | Free-text query (keyword, creator, hashtag) |
{
"type": "object",
"properties": {
"limit": {
"type": "number",
"description": "Max results (1-50)"
},
"niche": {
"type": "string",
"description": "Niche slug to focus on"
},
"search": {
"type": "string",
"description": "Free-text query (keyword, creator, hashtag)"
}
}
}Trending TikTok videos, hashtags and sounds breaking out right now, optionally filtered to a niche. Ranked by view velocity over real public data. Without an API key: a 5-result preview.
| Argument | Type | Description |
|---|---|---|
| category | string | Niche slug, e.g. beauty, gaming, food, fitness |
{
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Niche slug, e.g. beauty, gaming, food, fitness"
}
}
}The TikTok hashtags recurring most under what is breaking out right now, optionally for a niche. Without an API key: the top 10.
| Argument | Type | Description |
|---|---|---|
| category | string | Niche slug to focus on |
{
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Niche slug to focus on"
}
}
}We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 12, 2026.
No readOnlyHint / destructiveHint annotations, so clients can't tell a read from a write without asking.
Fix: Add annotations to each tool, e.g. { readOnlyHint: true } for tools that only read.