Reddit Summarizer MCP Server

Reddit Summarizer MCP Server

Summarize Reddit content through a Model Context Protocol server.

View on GitHub
11
Stars
2
Forks
11
Watchers
0
Issues
Reddit Summarizer MCP Server provides an MCP-compliant server interface for summarizing Reddit homepages, specific subreddits, and comments on individual posts. It enables users to extract concise reports from Reddit using customizable parameters such as sorting methods, comment inclusion, and post limits. The tool is designed to integrate with MCP clients like Claude Desktop and leverages the Reddit API for data retrieval. Support for environment variables and structured prompts ensures adaptability for a variety of summarization needs.

Key Features

Summarize Reddit homepages for authenticated users
Summarize posts within specific subreddits by various sorting methods
Extract and summarize comments on individual posts
Customizable post and comment fetching limits
Optional inclusion of comment analysis in summaries
Integration with Reddit’s API using user credentials
Environment variable configuration for secure keys
Readable prompt templates for human-friendly outputs
Compatibility with MCP clients like Claude Desktop
Support for different post sorting options (hot, new, top, rising, random)

Use Cases

Quickly summarizing a Reddit user’s frontpage to identify trending topics
Analyzing the sentiment and main themes of comments within specific subreddit posts
Extracting overviews of any subreddit based on dynamic sorting preferences
Integrating reddit summarization into other MCP-compatible automation workflows
Monitoring public opinion changes on Reddit by summarizing comments over time
Providing concise digests for research or journalism purposes
Generating summaries for specific Reddit posts by URL or ID
Supporting discourse analysis for community managers or moderators
Enabling non-Reddit users to obtain digestible insights from Reddit content
Assisting AI-powered assistants in sourcing summarized Reddit discussions

README

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.

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.

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

Create virtual envoriment and install dependencies.

bash
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

Star History

Star History Chart

Repository Owner

sinanefeozler

Repository Details

Language Python
Default Branch main
Size 56 KB
Contributors 1
License MIT License
MCP Verified Nov 12, 2025

Programming Languages

Python
100%

Tags

summarization API integration

Join Our Newsletter

Stay updated with the latest AI tools, news, and offers by subscribing to our weekly newsletter.

We respect your privacy. Unsubscribe at any time.

Related MCPs

Discover similar Model Context Protocol servers

  • YouTube MCP Server

    YouTube MCP Server

    Connect YouTube subtitles to Claude via the Model Context Protocol.

    YouTube MCP Server integrates with Claude AI by providing a bridge between YouTube subtitles and the Model Context Protocol. It utilizes yt-dlp to download video subtitles and makes this context accessible through MCP-compliant interactions with Claude. Designed for easy installation with mcp-installer, it enables Claude to process and summarize YouTube videos directly from their URLs.

    • ⭐ 468
    • MCP
    • anaisbetts/mcp-youtube
  • Unichat MCP Server

    Unichat MCP Server

    Universal MCP server providing context-aware AI chat and code tools across major model vendors.

    Unichat MCP Server enables sending standardized requests to leading AI model vendors, including OpenAI, MistralAI, Anthropic, xAI, Google AI, DeepSeek, Alibaba, and Inception, utilizing the Model Context Protocol. It features unified endpoints for chat interactions and provides specialized tools for code review, documentation generation, code explanation, and programmatic code reworking. The server is designed for seamless integration with platforms like Claude Desktop and installation via Smithery. Vendor API keys are required for secure access to supported providers.

    • ⭐ 37
    • MCP
    • amidabuddha/unichat-mcp-server
  • Hacker News MCP Server

    Hacker News MCP Server

    Fetch and structure Hacker News stories via the Model Context Protocol.

    Provides an MCP server that enables fetching and parsing stories from Hacker News with structured output. Supports retrieval of different types of stories, configurable limits, and clean error handling. Designed for integration with Claude and other MCP-compatible interfaces, offering a standardized tool for AI-driven access to Hacker News data.

    • ⭐ 35
    • MCP
    • pskill9/hn-server
  • MCP Server Giphy

    MCP Server Giphy

    MCP-compatible Giphy API server for AI models to search and retrieve GIFs.

    MCP Server Giphy provides an MCP-compliant server interface for accessing GIFs from the Giphy API, specifically tailored for seamless integration with AI models. It supports content filtering, multiple retrieval methods (search, trending, random), and optimized response formats with comprehensive metadata. The server enables AI applications to search, retrieve, and utilize GIF content efficiently, and is easily configurable with tools like Claude Desktop.

    • ⭐ 22
    • MCP
    • magarcia/mcp-server-giphy
  • MCP Atlassian

    MCP Atlassian

    AI-powered MCP server integrating Confluence and Jira workflows.

    MCP Atlassian serves as a Model Context Protocol (MCP) server interface for Atlassian products such as Confluence and Jira, supporting both cloud and server/data center deployments. It enables AI assistants to access, search, and update Atlassian data contextually via standardized MCP endpoints. The integration streamlines tasks like intelligent issue filtering, documentation creation, and context-driven updates directly through natural language. Multiple authentication modes, including API tokens and OAuth 2.0, are supported for secure connectivity.

    • ⭐ 3,574
    • MCP
    • sooperset/mcp-atlassian
  • Jotdown

    Jotdown

    MCP Server for Notion Page Creation and mdBook Generation

    Jotdown is an MCP server enabling large language models to interact seamlessly with Notion and generate markdown books (mdBooks). It allows LLMs to create or update Notion pages and manage the entire process of markdown book creation, including structure and navigation. Leveraging the Model Context Protocol, it provides tools for consistent and intelligent context handling between LLMs and external content platforms.

    • ⭐ 19
    • MCP
    • Harry-027/JotDown
    • View all Alternatives

    Didn't find tool you were looking for?

    Be as detailed as possible for better results