Reddit Summarizer MCP Server

A Model Context Protocol (MCP) server for summarizing homepage of the user or contents of subreddits and comments on posts.

Features

• Summarize user's reddit frontpage (homepage) with or without comment analyses.

• Summarize a subreddit contents by inspecting posts sorted by hot, new, top, rising, random (if aviable) with or without comment analysis.

• Summarize comments on a post.

Related MCP server: Reddit MCP Server

Requirements

• Python 3.12 or higher

• uv package manager (recommended)

• Reddit API credentials

• MCP client (e.g. Claude Desktop)

Installation

Clone repository or download files manually.

git clone https://github.com/sinanefeozler/reddit-summarizer-mcp.git
cd reddit-summarizer-mcp

Create virtual envoriment and install dependencies.

uv venv
source .venv/bin/activate
uv sync

Setting Up The Envoriment Variables

• This server needs reddit username, password and reddit authentication.

• You can get client id and client secret by following these steps

• When you get the required keys create .env file according to .env.example For claude desktop client users check out this link to setup the server.

Available Tools

summarize_frontpage

Summarize user's homepage with post limits and optional comment analyse on posts. Parameters:

• limit (default: 10): Post fetching limit

• with_comments (default: false): Summarize with comments on posts

summarize_subreddit

Summarize a subreddit's contents by inspecting posts. Parameters:

• limit (default: 10): Post fetching limit

• with_comments (default: false): Summarize with comments on posts

• fetch_by (default: 'hot') : Sorting option for posts. (hot, new, top, rising, random if aviable)

reed_comments

Reed and summarize comments on a post. Needs post id or url. Parameters:

• id (default: None) : id of post

• url (default: None) : url of post

• limit (default: 15) : fetching limit of the comments

Prompts

Example Prompts:

• "Summarize my reddit frontpage with comment analyse for deeper understanding of public opinion"

• "Summarize the hot post of Politics"

Prompt Template:

/summarize_my_page

Provides a prompt to summarize and categorize the posts and comments on frontpage. Gives LLM a predefined template and categorize to make a more human readable outputs.

License

MIT