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Glama
ethan-tsai-tsai

Thread Analyzer MCP Server

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

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

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
scrape_threadA

Scrape replies from a public Threads post URL.

Opens a browser, navigates to the post, intercepts GraphQL API responses to extract replies, and saves them locally. This must be called before using get_all_replies or search_replies.

Args: url: Full URL of the Threads post (e.g. https://www.threads.com/@user/post/ABC123) max_scrolls: Maximum scroll iterations for loading more replies (default: 20)

get_all_repliesA

Get all scraped Threads replies.

Returns a formatted list of all replies with username, timestamp and text. Call scrape_thread first if no data exists yet.

search_repliesA

Search Threads replies for a keyword (case-insensitive).

Args: keyword: The search term to filter replies by.

Returns matching replies with username and text.

get_reply_statsA

Get statistics about the scraped replies.

Returns reply count, unique users, most active commenters, and time range of replies.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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