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WSB Analyst MCP Server

MIT License

1

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Server Configuration

Describes the environment variables required to run the server.

Name	Required	Description	Default
`REDDIT_CLIENT_ID`	Yes	Your Reddit API client ID (appears right under 'personal use script' when creating a Reddit app)
`REDDIT_CLIENT_SECRET`	Yes	Your Reddit API client secret (the string labeled 'secret' when creating a Reddit app)

Schema

Prompts

Interactive templates invoked by user choice

Name	Description
`analyze_wsb_market`	Create a prompt for analyzing WSB market sentiment and finding opportunities.
`find_market_movers`	Create a prompt for identifying what's moving a specific stock or the market. Args: ticker: Optional specific stock ticker to focus on

Resources

Contextual data attached and managed by the client

Name	Description
No resources

Tools

Functions exposed to the LLM to take actions

Name	Description
find_top_posts	Fetch and filter WSB posts based on criteria. Caches results for 5 minutes. Args: min_score: Minimum score (upvotes) required min_comments: Minimum number of comments required limit: Maximum number of posts to return excluded_flairs: List of post flairs to exclude. Defaults to ["Meme", "Shitpost", "Gain", "Loss"]. Returns: A dictionary with filtered posts data
fetch_post_details	Fetch detailed information about a specific WSB post including top comments. Caches results for 5 minutes. Args: post_id: Reddit post ID Returns: Detailed post data including comments and extracted links
fetch_batch_post_details	Fetch details for multiple posts efficiently. Args: post_ids: List of Reddit post IDs Returns: Dictionary with details for all requested posts
fetch_detailed_wsb_posts	Fetch and filter WSB posts, then get detailed information including top comments and links for each. Args: min_score: Minimum score (upvotes) required min_comments: Minimum number of comments required limit: Maximum number of posts to return excluded_flairs: List of post flairs to exclude. Defaults to ["Meme", "Shitpost", "Gain", "Loss"]. Returns: A dictionary with detailed data for the filtered posts.
get_top_trending_tickers	Fetch top trending stock tickers from ApeWisdom, filtered by valid NASDAQ symbols. Args: num_stocks: Number of top stocks to consider based on upvotes and mentions. Defaults to 20. filter: ApeWisdom filter category (e.g., 'wallstreetbets', 'all'). Defaults to 'wallstreetbets'. Returns: A list of valid, trending tickers.
get_external_links	Get all external links from top WSB posts. Args: min_score: Minimum score (upvotes) required min_comments: Minimum number of comments required limit: Maximum number of posts to scan Returns: Dictionary with all unique external links found

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