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ferdousbhai

WSB Analyst MCP Server

by ferdousbhai
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
REDDIT_CLIENT_IDYesYour Reddit application client ID (appears right under 'personal use script')
REDDIT_CLIENT_SECRETYesYour Reddit application client secret (the string labeled 'secret')

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
find_top_postsB
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_detailsB
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_detailsC
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_postsB
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_tickersA
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_linksB
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

Prompts

Interactive templates invoked by user choice

NameDescription
analyze_wsb_marketCreate 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

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.2/5.0

Scored across 6 tools

Disambiguation2/5

There is significant overlap between tools, particularly fetch_detailed_wsb_posts and find_top_posts which both fetch and filter WSB posts with identical parameters, causing confusion. Additionally, fetch_batch_post_details and fetch_post_details both retrieve post details, though one handles multiple IDs and the other a single ID, which could be consolidated into a single tool with an optional list parameter.

Naming Consistency4/5

Tool names follow a consistent snake_case pattern with clear verb_noun structures (e.g., fetch_post_details, get_external_links), making them readable and predictable. However, the naming is not perfectly consistent as some tools use 'fetch' while others use 'get' for similar actions, which is a minor deviation.

Tool Count4/5

With 6 tools, the count is reasonable for a server focused on WSB analysis, covering post fetching, filtering, link extraction, and ticker trending. It is slightly under-scoped as it could benefit from additional tools for deeper analysis or data manipulation, but the core functionality is adequately represented.

Completeness3/5

The toolset covers key aspects like fetching posts, extracting links, and getting trending tickers, but there are notable gaps. For example, there is no tool for updating or deleting data, and advanced features such as sentiment analysis or historical data tracking are missing, which limits comprehensive analysis workflows.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources