WSB Analyst

WSB Analyst is an MCP server that provides real-time WallStreetBets data for analysis using the Reddit API. It connects large language model clients directly to Reddit's r/wallstreetbets forum to retrieve posts, track community discussions, and inspect shared web links. Financial analysts, retail traders, and market researchers use this server to observe retail investor sentiment and detect sudden shifts in stock discussions without manual browsing. The server enables users to filter posts by score, comment count, and excluded flairs like memes or gain posts, while gathering post comments and metadata for deeper context. It also includes functions to extract external URLs shared within threads and detect trending ticker symbols mentioned across recent submissions. By exposing custom prompt templates alongside data extraction tools, WSB Analyst allows MCP-compatible AI models to summarize retail trading narratives, assess specific ticker mentions, and highlight potential market movements directly inside interactive LLM interfaces.

Category: Finance, Crypto & Payments

Tags: market data, reddit, social-media, stocks, wallstreetbets

Visit WSB Analyst

How to install and configure WSB Analyst

1. Create a personal Reddit script application at reddit.com/prefs/apps and obtain your client_id and client_secret. 2. Install the server using Smithery by running npx -y @smithery/cli install @ferdousbhai/wsb-analyst-mcp --client claude, or clone the repository from https://github.com/ferdousbhai/wsb-analyst-mcp and run uv sync. 3. Open your Claude Desktop configuration file (claude_desktop_config.json). 4. Add the server under mcpServers: json { "mcpServers": { "wsb-analyst": { "command": "uvx", "args": ["run", "wsb-analyst"], "env": { "REDDIT_CLIENT_ID": "your_client_id_here", "REDDIT_CLIENT_SECRET": "your_client_secret_here" } } } } 5. Save the configuration and restart Claude Desktop.

What you can do with WSB Analyst

• Identify trending stock tickers mentioned across popular WallStreetBets submissions to track retail investor interest. * Filter out meme or shitpost flairs to focus solely on high-engagement market analysis and discussion threads. * Extract all external web links shared within top posts to gather third-party research and financial news. * Analyze top comments and post metadata for specific stock tickers using the included market analysis prompt templates.

Key facts

• https://github.com/ferdousbhai/wsb-analyst-mcp
• Finance, Crypto & Payments, Web Search & Research
• market data, reddit, social-media, stocks, wallstreetbets

Part of MCP Servers

How do I install WSB Analyst?

You can install WSB Analyst using the Smithery CLI with the command npx -y @smithery/cli install @ferdousbhai/wsb-analyst-mcp --client claude, or clone the repository and sync dependencies using uv. You must also supply your Reddit client ID and secret in your MCP configuration.

What can WSB Analyst do?

WSB Analyst queries the Reddit API to fetch and filter r/wallstreetbets posts by score, comments, or flair. It retrieves detailed post metadata, pulls comment discussions, gathers external links, identifies trending ticker symbols, and provides analysis prompt templates.

Which MCP clients work with WSB Analyst?

WSB Analyst works with Claude Desktop on macOS and Windows, as well as any other client compatible with the Model Context Protocol that supports standard local command execution and environment variable configuration.

What credentials are required to use WSB Analyst?

You need standard Reddit API credentials. These can be generated by creating a script application on Reddit's developer settings page, which provides a client ID and client secret needed for the server's environment variables.

Is WSB Analyst open source?

Yes, WSB Analyst is open-source software distributed under the MIT license. You can inspect, modify, and build upon the source code directly via its GitHub repository.