A Python-based MCP server that pulls WallStreetBets (r/WSB) data and exposes task-specific tools and prompt templates for LLM agents such as Claude Desktop.
https://github.com/ferdousbhai/wsb-analyst-mcpStop switching between Reddit tabs and Claude when you need WSB sentiment data. This MCP server pulls WallStreetBets posts directly into your Claude workflow, complete with filtering, analysis templates, and external link extraction.
If you're analyzing retail sentiment or tracking meme stock momentum, you're probably doing this manually: opening WSB, scrolling through noise, copy-pasting relevant posts, then asking Claude to analyze them. That's inefficient and you're missing context.
This server automates the entire pipeline. Ask Claude "What's WSB saying about AMD today?" and get filtered, high-quality posts with sentiment analysis—no browser switching required.
Instant WSB Data Access: Query posts by score thresholds, comment count, or specific tickers without leaving Claude. No more manual Reddit browsing.
Smart Filtering: Skip the memes and shitposts automatically. Focus on posts with actual substance using customizable score and comment filters.
External Link Intelligence: WSB users share DD, news articles, and analysis. The server extracts these links so you can see what external sources are driving conversations.
Pre-Built Analysis Templates: Two slash commands (/analyze_wsb_market and /find_market_movers) provide structured prompts for comprehensive market analysis—just run them and get insights.
Morning Market Prep: "Get me WSB posts from the last 12 hours with over 500 upvotes and analyze sentiment around major tech stocks." Perfect for gauging retail sentiment before market open.
Event-Driven Analysis: When a stock moves unexpectedly, quickly pull WSB posts about that ticker to understand retail narrative and positioning.
Research Link Discovery: Extract external links from WSB discussions to find DD, earnings analysis, or news that's driving retail interest. Combine with Firecrawl MCP for full content analysis.
Momentum Tracking: Use the get_trending_tickers tool to identify what WSB is currently obsessing over, then dive deeper into specific discussions.
Installation is straightforward with Smithery:
npx -y @smithery/cli install @ferdousbhai/wsb-analyst-mcp --client claude
You'll need Reddit API credentials (5-minute setup), but once configured, the tools appear directly in Claude's interface. The hammer icon shows available WSB tools, and slash commands activate analysis templates.
The server handles Reddit rate limiting, progress reporting, and data formatting automatically. You focus on analysis, not API management.
This isn't just a Reddit scraper. The fetch_detailed_wsb_posts tool gets post content, top comments, external links, and metadata in one call. The analysis templates guide Claude through structured sentiment analysis, ticker frequency tracking, and market momentum assessment.
For deeper research workflows, integrate with Firecrawl MCP to automatically scrape and analyze the external links WSB users are sharing. That's how you go from surface-level sentiment to understanding the actual catalyst driving discussions.
Ready to stop manually hunting through WSB for trading insights? This MCP server transforms Reddit noise into actionable intelligence within your existing Claude workflow.