Model Context Protocol moderate risk

Wsb Analyst

Analyzes WallStreetBets data for trending stocks and market sentiment, providing insights via Reddit API; requires setup and careful use due to potential data sensitivity.

Connections & Capabilities

Connects To

GitHub

Capabilities

read

Quickstart

Install

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

Config

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

Exposed MCP Tools (6)

safe

find_top_posts

Fetches and filters WallStreetBets posts based on specified criteria.

Read-only operation; retrieves data based on filters.

safe

fetch_post_details

Fetches detailed information about a specific WallStreetBets post.

Read-only operation; retrieves data for a specified post.

safe

fetch_batch_post_details

Fetches details for multiple WSB posts efficiently.

Read-only operation; retrieves data for multiple posts.

safe

fetch_detailed_wsb_posts

Fetches and filters WSB posts, then retrieves detailed information including comments and links.

Read-only operation; retrieves and combines data.

safe

get_external_links

Collects all external links from top WallStreetBets posts.

Read-only operation; extracts links from posts.

safe

get_trending_tickers

Identifies and returns a list of stock tickers frequently mentioned in recent WSB posts.

Read-only operation; analyzes post content for tickers.

Safety Assessment

This server is relatively safe for read-only data analysis, but users should be cautious about the information retrieved from WallStreetBets and secure their Reddit API credentials. The risk of misinterpreting market sentiment is present. It is safe to use if the user understands the limitations of the data source and handles credentials securely. Risky if used without critical evaluation of the data or without securing API keys.

Read-only access to Reddit data.
No direct execution of code.
Relies on Reddit's API for data retrieval.
User-defined filtering of posts based on score and comments.

Potential exposure of Reddit API credentials if not handled securely.
Data retrieved may contain biased or misleading information.
Risk of misinterpreting market sentiment from WSB data.
No built-in rate limiting; could potentially hit Reddit API limits.
External links from WSB could lead to malicious content.