wsb-analyst-mcp
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A Model Context Protocol (MCP) server that provides real-time WallStreetBets data for analysis with Claude or other LLM clients.
The WSB Analyst MCP Server is designed to facilitate real-time data analysis from WallStreetBets (WSB) using Claude or other LLM clients. It allows users to fetch and analyze posts, extract detailed information, and gather external links shared within the WSB community. The server integrates seamlessly with Claude Desktop and other MCP clients, providing a robust platform for market analysis. Users can leverage ready-to-use prompt templates for efficient data processing and receive real-time progress updates during data collection. The server requires Python 3.12 or higher and Reddit API credentials for operation.
Features
- Fetch WallStreetBets Posts: Filter posts by score, comment count, and content type.
- Detailed Post Analysis: Extract comments, links, and metadata from posts.
- External Link Collection: Gather links being shared in WSB discussions.
- Analysis Templates: Ready-to-use prompt templates for market analysis.
- Progress Reporting: Real-time progress updates during data collection.
Tools
find_top_posts
Fetch and filter WSB posts based on criteria.
fetch_post_details
Fetch detailed information about a specific WSB post including top comments.
fetch_batch_post_details
Fetches details for multiple posts efficiently.
fetch_detailed_wsb_posts
Fetch and filter WSB posts, then get detailed information including top comments and links for each.
get_external_links
Collects all external links from top posts.
get_trending_tickers
Identifies and returns a list of stock tickers frequently mentioned or discussed in recent top WSB posts.
