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Analyzes WallStreetBets data for trending stocks and market sentiment, providing insights via Reddit API; requires setup and careful use due to potential data sensitivity.
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Analyzes WallStreetBets data for trending stocks and market sentiment, providing insights via Reddit API; requires setup and careful use due to potential data sensitivity.
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.
Performance depends on the Reddit API's responsiveness and the volume of data being processed. Consider caching frequently accessed data to improve performance.
Cost depends on Reddit API usage; monitor API usage to avoid unexpected charges. Consider using a Reddit developer account with appropriate rate limits.
npx -y @smithery/cli install @ferdousbhai/wsb-analyst-mcp --client claude{
"mcpServers": {
"wsb-analyst": {
"command": "uvx",
"args": [
"run",
"wsb-analyst"
],
"env": {
"REDDIT_CLIENT_ID": "your_client_id_here",
"REDDIT_CLIENT_SECRET": "your_client_secret_here"
}
}
}
}find_top_postsFetches and filters WallStreetBets posts based on specified criteria.
Read-only operation; retrieves data based on filters.
fetch_post_detailsFetches detailed information about a specific WallStreetBets post.
Read-only operation; retrieves data for a specified post.
fetch_batch_post_detailsFetches details for multiple WSB posts efficiently.
Read-only operation; retrieves data for multiple posts.
fetch_detailed_wsb_postsFetches and filters WSB posts, then retrieves detailed information including comments and links.
Read-only operation; retrieves and combines data.
get_external_linksCollects all external links from top WallStreetBets posts.
Read-only operation; extracts links from posts.
get_trending_tickersIdentifies and returns a list of stock tickers frequently mentioned in recent WSB posts.
Read-only operation; analyzes post content for tickers.
Environment Variable
cloud
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.
The server operates in read-only mode, limiting potential risks. However, the LLM could make decisions based on the data retrieved, so careful prompt engineering is necessary.
Production Tip
Monitor Reddit API usage to avoid rate limiting and ensure stable performance.
You need a client ID and client secret from a Reddit application you create.
Set the REDDIT_CLIENT_ID and REDDIT_CLIENT_SECRET environment variables.
You can retrieve posts, comments, links, and metadata related to discussions on WallStreetBets.
You can filter posts based on score, comment count, and excluded flairs.
No, WSB data should be used with caution and critical evaluation, not as the sole basis for investment decisions.
It's not recommended to use this server for fully automated trading without human oversight.
Limitations include reliance on the Reddit API, potential for rate limiting, and the risk of misinterpreting market sentiment.