Wsb Analyst MCP

The WSB Analyst MCP Server is a service that retrieves and analyzes WallStreetBets data in real-time. It supports market analysis through LLM clients such as Claude and provides functions like post filtering, detailed analysis, and external link collection.

Finance Research and data #Stock market analysis #Reddit data #Real-time monitoring #LLM integration .Python

rating : 2 points

downloads : 5.0K

update time : 2025-04-29

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What is WSB Analyst MCP Server?

This server connects to Reddit's WallStreetBets forum to gather and analyze stock market discussions. It helps AI assistants like Claude understand trending stocks, market sentiment, and investment opportunities discussed by the WSB community.

How to use WSB Analyst?

After setup, you can ask your AI assistant questions about WSB trends. The server works in the background to fetch and analyze Reddit data when needed.

When to use it?

Use this when you want to understand what retail investors are discussing, identify trending stocks, or get alternative market perspectives.

Key Features

Real-time WSB Data

Fetches the latest posts and discussions from WallStreetBets

Smart Filtering

Filters out memes and low-quality posts to focus on meaningful discussions

Link Analysis

Collects and analyzes external resources shared in WSB posts

Ready Templates

Pre-built analysis templates for common market research tasks

Advantages

Get retail investor perspectives not available in traditional analysis

Identifies emerging market trends early

Filters out noise to focus on quality discussions

Works seamlessly with Claude AI

Limitations

Requires Reddit API setup

Limited to public WSB discussions only

Doesn't include private or deleted content

Setup Guide

Install the server

Install via Smithery or manually clone the repository

Get Reddit API keys

Create a Reddit app at https://www.reddit.com/prefs/apps

Configure Claude Desktop

Add the server configuration to Claude's settings file

Restart and use

Restart Claude and look for the hammer icon to access WSB tools

Example Uses

Trending Stocks Report

Identify which stocks are currently popular on WSB

DD Analysis

Analyze 'Due Diligence' posts about a specific stock

Frequently Asked Questions

Do I need programming skills to use this?

How current is the data?

Can I use this with other AI assistants?

Helpful Resources

Official Documentation

Project repository and full documentation

Reddit API Guide

How to create and manage Reddit API keys

Claude Desktop

Download the Claude Desktop client

🚀 WSB Analyst MCP Server

A Model Context Protocol (MCP) server that provides real-time WallStreetBets (WSB) data for analysis, suitable for use with Claude or other LLM clients.

🚀 Quick Start

This is a Model Context Protocol (MCP) server that offers real - time WallStreetBets (WSB) data for analysis, which can be used in conjunction with Claude or other LLM clients.

✨ Features

Scrape WSB Posts: Filter posts by score, number of comments, and content type.
Detailed Post Analysis: Extract comments, links, and metadata from posts.
External Link Collection: Retrieve shared links marked in WSB discussions.
Analysis Templates: Ready - made prompt templates for market analysis.
Progress Reports: Real - time progress updates during data collection.
MCP Integration: Seamless integration with Claude Desktop and other MCP clients.

📦 Installation

Install via Smithery

To automatically install the WSB Analyst for Claude Desktop via Smithery:

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

Clone this repository or download the source files:

git clone https://github.com/ferdousbhai/wsb-analyst-mcp
cd wsb-analyst-mcp

Create a virtual environment and install dependencies:

# Use uv (recommended)
uv sync

📚 Documentation

Set Up Reddit API Credentials

To use this server, you need to create a Reddit application to obtain API credentials:

Log in to your Reddit account.
Navigate to https://www.reddit.com/prefs/apps.
Scroll to the bottom and click "Create Another App..." or "Create App".
Fill in the app information, especially the callback URL section, and save the settings.
Go to your app settings, find and copy the client_id and client_secret.

Configuration

Add the following credentials to the .env file in the project root directory:

REDDIT_CLIENT_ID=your_client_id_here
REDDIT_CLIENT_SECRET=your_client_secret_here

Ensure that these environment variables are configured before running the server.

Integration with Claude Desktop

After installation, you can integrate the WSB Analyst MCP server with Claude Desktop through the following steps:

Open Claude Desktop.
Go to "Settings" > "MCP Server".
Add a new MCP server and enter the following information:
- Name: WSB Analyst
- Type: MCP Server
- Address: http://localhost:YOUR_PORT (fill in according to the actual port).
Save the settings and start the MCP server.

Function Overview

Tools

find_top_posts: Find the top posts in a specified subreddit.
fetch_post_details: Get detailed information about a single post, including comments, upvotes, and shared links.
get_trending_topics: Get the currently most - discussed topics or stocks on WSB.

Prompt Templates

`/analyze_wsb_market`

Provide a prompt template that guides the LLM to use available tools (fetch_detailed_wsb_posts, get_external_links) for comprehensive market analysis. It instructs the LLM on the analysis structure and focus.

`/find_market_movers`

Create a prompt focused on specific stocks or the overall market. This prompt guides the LLM to use tools such as find_top_posts and fetch_post_details or fetch_batch_post_details.

Integration with Firecrawl MCP Server

To enhance the analysis capabilities, especially when dealing with external links marked in WSB posts, you can integrate this server with the Firecrawl MCP Server. This allows your LLM agent to not only identify links in WSB but also scrape and analyze the content of these linked pages.