ferdousbhai/wsb-analyst-mcp

Overview

An MCP server that retrieves and analyzes posts from the WallStreetBets subreddit. It processes Reddit data to extract stock mentions, sentiment, and trending discussions for integration into AI agents.

Best for

Best for
Developers building MCP-compatible agents that need WallStreetBets sentiment and stock mention data.

Use cases

• Track trending stocks and tickers mentioned on WallStreetBets
• Analyze sentiment of WSB posts for market sentiment signals
• Integrate WSB discussion data into agentic workflows or dashboards

How to use

Install

npx -y @smithery/cli install @ferdousbhai/wsb-analyst-mcp --client claude

Tools exposed

• find_top_posts
• fetch_post_details
• fetch_batch_post_details
• fetch_detailed_wsb_posts
• get_external_links
• get_trending_tickers

Tested with

Claude Desktop

Example client config

{\n  "mcpServers": {\n    "wsb-analyst": {\n      "command": "uvx",\n      "args": [\n        "run",\n        "wsb-analyst"\n      ],\n      "env": {\n        "REDDIT_CLIENT_ID": "your_client_id_here",\n        "REDDIT_CLIENT_SECRET": "your_client_secret_here"\n      }\n    }\n  }\n}

Notes

An MCP server that retrieves and analyzes posts from the WallStreetBets subreddit. It processes Reddit data to extract stock mentions, sentiment, and trending discussions for integration into AI agents.

26 stars on GitHub. Last updated 2025-09-21. Licensed MIT.

Use cases

• Track trending stocks and tickers mentioned on WallStreetBets
• Analyze sentiment of WSB posts for market sentiment signals
• Integrate WSB discussion data into agentic workflows or dashboards

Pros

• Open-source Python project with clear MCP protocol support
• Directly taps into real-time WSB community discussions
• Lightweight and easy to integrate into existing MCP-based tools

Cons

• Limited to a single subreddit, not general market data
• Requires Reddit API credentials and proper rate limit handling
• No built-in filtering or scoring beyond basic extraction

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.