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YouTube Comment Miner MCP
x402
YouTube Comment Miner MCP is a paid API for AI agents from api.m2mcent.com, paid per call via x402, $0.1/call, status unknown (last checked 2026-10-12).
Mines and extracts comments from YouTube videos for analysis and insight gathering
Price / call$0.1
Success—
StatusUnknown
How this service works
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Output
Returns a collection of extracted YouTube comments from the specified video, including comment text and potentially commenter metadata and engagement signals (likes, reply counts), enabling downstream sentiment analysis, research, or content strategy.
Example use cases
Audience sentiment research on viral video
“I need you to pull all the comments from this YouTube video — https://www.youtube.com/watch?v=abc123XYZ — so I can figure out what the audience liked and disliked about it.”
Product feedback mining from review video
“There's a YouTube review of our product at https://www.youtube.com/watch?v=xyz789ABC — can you extract all the comments so I can see what real customers are saying?”
Competitive analysis via comment extraction
“Can you grab all the comments from this competitor's most popular YouTube video at https://www.youtube.com/watch?v=def456GHI so I can understand what their audience cares about?”
Technical details
Endpoint
POSThttps://api.m2mcent.com/youtube-comment-miner-mcp/api/process?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to programmatically collect YouTube comments at scale for research, sentiment analysis, audience feedback, or competitive intelligence. It is particularly useful for AI agents that need to ingest raw comment data from YouTube videos without manual copying.
Side effects
- Invalid or inaccessible YouTube video URL returns an error
- Comments disabled on the video may result in empty or error response
- Rate limiting or YouTube access restrictions may cause failures
- Malformed input data string returns validation error
- Private or age-restricted videos may not be accessible
Output
Schema · Response
{
"type": "json",
"example": {
"success": true
}
}Tags
x402
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