@suckerfish
Basic information
YouTube Comment Downloader MCP server that allows AI systems to download and analyze YouTube video comments without requiring API keys
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"ytcomment_mcp": {
"command": "uv",
"args": [
"venv",
"&&",
"source",
".venv/bin/activate"
]
}
}
}Tool list not available yet
This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.
We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.
A Model Context Protocol (MCP) server that provides AI systems with the ability to download and analyze YouTube video comments without requiring API keys. It uses web scraping, so no authentication is needed.
Install dependencies with uv venv && source .venv/bin/activate && uv pip install -e ., test with python test_server.py, and run the server with python src/server.py. For MCP clients (e.g., Claude Desktop), add a configuration block using uv as the command pointing to src/server.py. The server exposes four tools: download_youtube_comments, get_comment_stats, search_comments, and get_top_comments_by_likes.
The data has a flat structure (no hierarchical reply threading), top-level and reply comments are mixed (~10%/90% split), scraping is rate limited (~30–90 seconds per 500–1,000 comments), and larger requests may time out. There are no API quotas, but YouTube's terms must be respected.
Common parameters: `video_id`, `limit` (1–10,000), and `sort` (0=popular, 1=recent). `search_comments` adds a `search_term` parameter. `get_top_comments_by_likes` accepts `top_count` (1–100) and `sample_size` (100–2,000, default 500).
The `get_comment_stats` tool returns only statistics and five sample comments, using approximately 200 tokens compared to roughly 25,000 tokens for the full comment data.
No. The server uses web scraping to retrieve comments, so no YouTube API key or authentication is needed.
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