ethan-tsai-tsai/thread-analyzer
MCP server to scrape and analyze replies from public Threads posts — works with Claude Code, Cursor, VS Code, and more
Platform-specific configuration:
{
"mcpServers": {
"thread-analyzer": {
"command": "npx",
"args": [
"-y",
"thread-analyzer"
]
}
}
}Add the config above to .claude/settings.json under the mcpServers key.
<p align="center"> <h1 align="center">Thread Analyzer MCP Server</h1> <p align="center"> Scrape and analyze replies from any public Threads post — right from your AI coding agent. </p> </p>
<p align="center"> <a href="https://github.com/ethan-tsai-tsai/thread-analyzer/blob/main/LICENSE"></a> <a href="https://github.com/ethan-tsai-tsai/thread-analyzer/stargazers"></a> <a href="https://pypi.org/project/thread-analyzer/"></a> <a href="https://python.org"></a> </p>
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An MCP server that lets your AI assistant scrape a Threads post URL, then query and analyze the replies — all through natural conversation.
Instead of:
1. Manually open browser
2. Scroll through hundreds of replies
3. Copy-paste into spreadsheet
4. Manually look for patternsJust say: > "Analyze the replies on this Threads post: https://www.threads.com/@zuck/post/ABC123"
Your AI agent handles the rest.
| Tool | Description | |------|-------------| | scrape_thread(url) | Scrape all replies from a public Threads post | | get_all_replies() | Return all scraped replies with username and timestamp | | search_replies(keyword) | Case-insensitive keyword search across replies | | get_reply_stats() | Reply count, top comme
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