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$25.00 / 1,000 results

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YouTube Video Comment Sentiment Signals

Try for free

Get complete source-linked public comments with transparent lexical sentiment evidence for brand research teams, creator agencies, community analysts, and competitive-intelligence workflows.

Pricing

$25.00 / 1,000 results

Rating

0.0

(0)

Developer

Neuton Scripts

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Configure MCP server with YouTube Comment Sentiment Signals

The configuration above connects to the hosted Apify MCP server with the YouTube Comment Sentiment Signals Actor already loaded. It uses OAuth, so your client opens a browser window to sign you in to Apify on first use. No API token is needed. Clients without OAuth support can authenticate with an Authorization: Bearer header carrying an API token from API & Integrations in Apify Console.

Get a ready-to-use configuration for your MCP client with the YouTube Comment Sentiment Signals Actor preconfigured at https://mcp.apify.com/?tools=fetch-actor-details,neuton/youtube-video-comment-sentiment-signals.

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

YouTube Video Discussion Signal Miner

glowing_glove/youtube-comment-sentiment-miner

Check public YouTube video pages for discussion readiness, sentiment hints, viewer pain cues, and deeper comment-research planning.

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YouTube Comments Scraper - $0.08 + $0.01

om_kh/vigia-youtube-comments-monitor

Bulk-download comments from any YouTube video: comment text, author, like count, reply count and date. Clean deduplicated rows for audience research, sentiment analysis and community management. First 10 results free. Pricing: $0.08 per subject checked + $0.01 per result.

omar khandji

YouTube Scraper — Videos, Transcripts, Comments, Channels

hipersoft/youtube-scraper

All-in-one YouTube API: get video metadata, full transcripts, comments with replies, channel data, and search results in a single call. No setup, fast and cheap.

hiper soft

YouTube Video Details & Comments Scraper

simpleapi/youtube-video-details-scraper

YouTube Video Details Scraper extracts structured data from YouTube videos, including titles, descriptions, tags, views, likes, upload dates, channels, and more. Ideal for research, trend analysis, SEO optimization, and automated video data collection

SimpleAPI

YouTube Comments Scraper

parseforge/youtube-comments-scraper

Extract comments and replies from YouTube videos with optional AI-powered sentiment, emotion, toxicity, and language detection. No API key needed.

ParseForge

109

5.0

(3)

YouTube Comments Scraper

automation-lab/youtube-comments-scraper

Scrape YouTube video comments with full metadata including text, author info, likes, reply counts, and timestamps. Uses the InnerTube API directly — no browser or Playwright needed. Fast, reliable, and cost-efficient with pay-per-comment pricing. Export to JSON, CSV, or Excel.

Stas Persiianenko

YouTube Shorts Scraper: Comments & Creator Engagement Data

scrapepilotapi/youtube-shorts-scraper

YouTube Shorts Scraper: Comments & Creator Engagement Data extracts data from YouTube Shorts videos. It collects video URLs, titles, views, likes, comments, publish dates, and channel details.

ScrapePilot

YouTube Comments Scraper

fetch_cat/youtube-comments-scraper

Export public YouTube and Shorts comments, replies, authors, likes, creator signals, and thread metadata with keyword filters, retries, and downloadable datasets.

Hanna Nosova

YouTube Scraper + AI Comment Analyzer & Channel Audit

buseta/youtube-scraper

Scrape YouTube channels, videos, comments, transcripts, and search results. AI analyzes comments for viewer requests and sentiment, audits channel health with recommendations, and evaluates niche saturation with content gap analysis.

buseta

YouTube Community Posts Scraper With Keyword & Date Monitoring

simpleapi/youtube-community-posts-scraper

An automation actor that extracts posts, polls, and comments from YouTube community tabs. It gathers post text, timestamps, likes, and engagement data, enabling audience analysis, sentiment tracking, and content strategy optimization for brands and creators.

SimpleAPI