CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.

📰 Building News Agents to Summarize News with MCP, Q, and tmux

MCP Server for AI Summarization

Open CLAW Knowledge Distiller · 龍蝦知識蒸餾器 — Turn YouTube/Bilibili videos into structured knowledge articles. Local Qwen3-ASR MLX + AI summarization. MCP server for Claude Code / Open CLAW agents.

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🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.

Unofficial MCP server for working with Kagi *without* API access (you'll need to be a customer). Searches and summarizes. Uses Kagi session token for easy authentication. Works well with your agent.

Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.

An MCP-capable intelligent RSS feed ingestion and summarization to markdown tool.

An MCP-capable intelligent Apple podcast transcription and summarization to markdown tool.

MCP Server for transcribing videos via video links and summarizing video content

The official .NET 9 implementation of the NLWeb protocol for building natural language web interfaces with support for List, Summarize, and Generate query modes, plus Model Context Protocol (MCP) integration for AI clients.

An MCP server providing intelligent transcript processing capabilities, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.

Cortex is a 3D visual memory layer for AI chats that summarizes relevant past conversations using Hydrid search (keyword + semantic) and feeds relevant content to the LLM via Custom MCP so users never start a chat from scratch again.

This project demonstrates how to combine Microsoft Semantic Kernel with the Model Context Protocol (MCP) server using Playwright to enable AI-driven browsing and summarization capabilities.

arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.

A MCP server for summarizing reddit homepage of the user or contents of subreddits and comments on posts.

Docker based MCP to connect to your Gmail and read emails, summarize emails, and write emails.

MCP server providing healthcare analytics capabilities for Smartsheet, including clinical note summarization, patient feedback analysis, and research impact assessment

An MCP server that empowers AI assistants (Cursor, Claude, Cherry Studio) to search, read, and summarize arXiv papers directly.

An MCP server to extract Youtube captions and summarize videos

A command-line tool and MCP server that summarizes code files using Gemini Flash 2.0

MCP server to transcribe and summarize YouTube videos using LLM chat bots

MCP server for retrieving YouTube video transcripts. Extract, summarize, and analyze video content with Claude Code or any other MCP enabled AI Tool

ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip Chat. Built with FastMCP for lightning-fast performance, featuring comprehensive chat management and intelligent summarization. Transform your Zulip workspace into an AI-powered collaboration hub!

MCP server that fetches and summarizes tech news from infomate.club/vas3k

World perception system combining computer vision models and systems like YOLO, SLAM, Segmentation, VLMs etc into a unified World State Summarizer Interface MCP

Model Context Protocol (MCP) with ChatGPT and Slack — A productivity bot that summarizes channel messages, detects sentiment, and saves time.

MCP Server to fetch and summarize developer documentation from [MDN Web Docs](https://developer.mozilla.org/).

MCP connector for Wassenger WhatsApp API: Send messages, summarize conversations, automate anything on WhatsApp using text or voice from your favorite AI client like ChatGPT, Claude, Gemini, OpenAI and more 🎉