AI · alternatives · 2026
24 alternatives to Mcptube – Karpathy's LLM Wiki idea applied to YouTube videos
I watch a lot of Stanford/Berkeley lectures and YouTube content on AI agents, MCP, and security. Got tired of scrubbing through hour-long videos to find one explanation. Built v1 of mcptube a few months ago. It performs transcript search and implements Q&A as an MCP server. It got traction (34 stars, my first open-source PR, some notable stargazers like CEO of Trail of Bits). But v1 re-searched raw chunks from scratch every query. So I rebuilt it. v2 (mcptube-vision) follows Karpathy's LLM Wiki pattern. At ingest time, it extracts transcripts, detects scene changes with ffmpeg,…
Mcptube is an open-source tool that lets users search and ask questions about YouTube video content, particularly Stanford and Berkeley lectures on AI topics. It extracts transcripts, detects scene changes, and… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
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Clipto MCP▲655Hey HN, We recently built Clipto. It’s a tool that lets you search over terabytes of video, audio, and images on your computer, without relying on the cloud. Motivation: we probably all had this similar experience, we know a moment exists in a video or audio, but finding it takes hours scrubbing the timeline. You can send all the media to process in the cloud, but it’s slow, expensive and raises privacy concerns. So we decided to build our own on-device media search engine. How it works (high level): 1. We ingest video, audio, image; normalize formats via ffmpeg; run content analysis to…
Aug 2026 · clipto.com · its alternatives →
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Hey HN, I've been working on this side project for the past month. It generates a step-by-step tutorial guide for YouTube videos that you can follow along without watching long videos. Best suited for tutorial videos but can work for other videos aswell. No BS. Just straight to the point. The guides are generated from pure transcript so you don't have to worry about it being AI. It's my first project as a total beginner. Something I had to do inorder to get out of tutorial hell. Please let me know if you have any suggestions or if you face any problems or bugs. I would try to fix them to the…
2024 · stepify.tech · its alternatives →
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I shipped a wiki layer for AI agents that uses markdown + git as the source of truth, with a bleve (BM25) + SQLite index on top. No vector or graph db yet. It runs locally in ~/.wuphf/wiki/ and you can git clone it out if you want to take your knowledge with you. The shape is the one Karpathy has been circling for a while: an LLM-native knowledge substrate that agents both read from and write into, so context compounds across sessions rather than getting re-pasted every morning. Most implementations of that idea land on Postgres, pgvector, Neo4j, Kafka, and a dashboard. I…
Apr 2026 · github.com · its alternatives →
- 4IB
Hi there! When Supabase announced their recent hackathon, I thought it was a good time to build something to learn more about so many of the new AI models and tech out there. From the different techniques of embedding documents to the future RAG. With the rise of short form content with TikTok and Youtube. A lot more knowledge is in videos than ever before. Finding specific answers within millions of videos can be difficult for any one person to go through. So the question is if there is Google that indexes text on website making it easier to find based on the context of on your question,…
2023 · avse.vercel.app · its alternatives →
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I built this tool because I wanted a way to just take a bunch of URLs or domains, and query their content in RAG applications. It takes away the pain of crawling, extracting content, chunking, vectorizing, and updating periodically. I'm curious to see if it can be useful to others. I meant to launch this six months ago but life got in the way...
2024 · embedding.io · its alternatives →
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YouTube transcript download and generation, 100% Free
2023 · its alternatives →
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- 8HL
All content is based on Andrej Karpathy's "Intro to Large Language Models" lecture (youtube.com/watch?v=7xTGNNLPyMI). I downloaded the transcript and used Claude Code to generate the entire interactive site from it — single HTML file. I find it useful to revisit this content time to time.
Apr 2026 · ynarwal.github.io · its alternatives →
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InsightTube▲231AI insights from YouTube — fast, clear, effortless.
Nov 2025 · apps.apple.com · its alternatives →
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Search video podcasts using GPT3 and get relevant segments
2023 · its alternatives →
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YouTube is an untapped data source for deep research. Add this MCP and let your agent search YouTube for the latest videos related to your topic.
2025 · ytmcp.com · its alternatives →
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Hi HN! Excited to share our MCP Server at Hyperbrowser - something we’ve been working on for a few days. We think it’s a pretty neat way to connect LLMs and IDEs like Cursor / Windsurf to the internet. Our MCP server exposes seven tools for data collection and browsing: 1. `scrape_webpage` - Extract formatted (markdown, screenshot etc) content from any webpage 2. `crawl_webpages` - Navigate through multiple linked pages and extract LLM-friendly formatted content 3. `extract_structured_data` - Convert messy HTML into structured JSON 4. `search_with_bing` - Query the web and get results…
2025 · github.com · its alternatives →
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Edit Mind▲115Local-first AI video knowledge base. Search every frame with natural language, send clips to your NLE, and never lose track of your footage again. Designed for video editors, content creators, and visual storytellers.
May 2026 · edit-mind.com · its alternatives →
- 16OS
Large Language Models (LLMs) are powerful, but they’re limited by fixed context windows and outdated knowledge. What if your AI could access live search, structured data extraction, OCR, and more—all through a standardized interface? We built the JigsawStack MCP Server, an open-source implementation of the Model Context Protocol (MCP) that lets any AI model call external tools effortlessly. Here’s what it unlocks: - Web Search & Scraping: Fetch live information and extract structured data from web pages. - OCR & Structured Data Extraction: Process images, receipts, invoices, and handwritten…
2025 · its alternatives →
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Search for stuff that's not in the transcripts
May 2026 · goldenretriever.ai · its alternatives →
- 18SS
Hello HN Over the New Year's break, I created semanticvideosearch.com. This can search any video based on meaning and context. I would love to get your feedback on it. What should I change and what can be improved? The preprocessed videos can be search very quickly, while the youtube video links take some time (yt videos also have a upper duration limit due to compute issues). I intend to add search based on the frames of the video soon. I would love to know your thoughts on the demo and any suggestions for improvements. Thanks! PS: the inspiration to create this was to get the 2 mins of…
2023 · semanticvideosearch.com · its alternatives →
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Get actionable insights from any video in minutes. Our AI extracts key moments, generates summaries, and turns hours of footage into clear, decision-ready intelligence.
2015 · scan.video · its alternatives →
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I have a long YouTube watch-later playlist and wanted Claude to help me triage it by summarizing each video. It couldn't. I later discovered YouTube is not accessible to Claude, ChatGPT and majority of AIs. So I built this MCP server to fix that. This is a local MCP server that gives any MCP-compatible client (Claude, ChatGPT, OpenClaw and others) 8 tools for working with YouTube content: - fetch full transcript, with or without timestamps - download transcript as a .md file - get video metadata (title, channel, views, duration, likes, description) - search within captions for a keyword or…
May 2026 · github.com · its alternatives →
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A few weeks ago I posted an early version of this. It was just an MCP doing web search for AI assistants. Since then it evolved rapidly. The problem I kept running into is that when I use an LLM for research, it gives me citations that look right but aren't most of the time. Sometimes the paper doesn't exist. Sometimes it does exist but it's been retracted. Most times the sources are not fully vetted nor truly relevant to my search. I got tired of checking these manually. That's why I built this updated MCP. It looks the work up in Crossref to confirm it's real. It checks the Retraction…
Jun 2026 · github.com · its alternatives →
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Live demo here: http://fonctionlabs.com:8000 Similarly to aka_sh (guess we were working parallelly on similar topics), I created with my brother a chainlit-based webapp, which summarizes Youtube videos in order to gain time. It works as an RAG-based LLM, and is very light in the sense that it does not use RAG libraries like langchain or llamaindex. You can use it with your own OpenAI API key. It also supports local models like Mistral, or Llamma. It is ofc open-source, and you can deploy with Docker if you choose. Some of the next steps are: - using whisper to be able to compute a…
2024 · github.com · its alternatives →
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Hey HN community, excited to share a project that I've worked on. On EduTube you can discover 1000+ hand-selected educational YouTube videos. YouTube has a lot of really great educational content but it's hard to find the really good ones. Personally, I find that the recommendations page often falls short, and I've lost count of how many times I've struggled to select a video to watch while eating, only to end up with cold food. There are a couple of categories that are free and if someone wants to have access to everything there is a 20$ one time payment. I always appreciate feedback if…
2023 · edutube.app · its alternatives →
Also compare
- Clipto MCP alternatives
- I made a website that converts YT videos into step-by-step guides alternatives
- A Karpathy-style LLM wiki your agents maintain (Markdown and Git) alternatives
- I built an open source AI video search engine to learn more about AI alternatives
- Turn any website into a knowledge base for LLMs alternatives
- YouTube transcripts by Editby.ai alternatives
Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →