All the BEST RAG Strategies in ONE MCP for AI Coding Assistants

From the creator

There is no denying that AI coding assistants like Cursor and Windsurf are extremely powerful, but their biggest limitation right now is they hallucinate a LOT when working with specific tools and frameworks. Well I'm on a mission to solve this problem for you - I'm creating the ultimate MCP server to provide instant RAG (combining many different strategies) to any AI coding assistant or AI agent, and I'm going to keep making it more powerful and also integrate it with Archon (my AI agent builder). I put so much work into this for you - please enjoy it! This MCP server is still experimental but I'm working hard to make it the best. 💪 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ If you're looking to join a community for early AI adopters to master AI & AI Agents and transform your career or business, check out Dynamous here: https://dynamous.ai ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The Crawl4AI RAG MCP Server: https://github.com/coleam00/mcp-crawl4ai-rag Archon: https://github.com/coleam00/Archon Vercel AI SDK docs: https://ai-sdk.dev/docs/introduction Anthropic article on contextual retrieval: https://www.anthropic.com/news/contextual-retrieval ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ 00:00 - Introducing my Crawl4AI RAG MCP Server 00:43 - Plans for this MCP and Why We Need it 01:50 - Setup and Live Demo 07:49 - Dynamous AI Mastery 08:26 - RAG Strategy #1 - Contextual Embedding 10:32 - RAG Strategy #2 - Hybrid Search 13:28 - RAG Strategy #3 - Agentic RAG 16:15 - RAG Strategy #4 - Reranking 18:46 - The Future of Archon and this MCP 20:25 - Outro ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Join me as I push the limits of what is possible with AI. I'll be uploading videos at least two times a week - Sundays and Wednesdays at 7:00 PM CDT!

Stop watching · start building
Matched to AI Agents

Makers residency 4th edition

Your idea can be anything. At our last workshops, people built plant-based nutrition businesses, a way to measure planetary resilience, crochet headwear and a way to connect lonely people living in the same building. An asset manager went on to raise an additional £25M on their fund within nine months. The fourth workshop is a full day at KOKO with Nick Sarafa, learning to build with Claude Code. Bring the thing you keep meaning to start. We’ll bring the pizza.

◆ Fri 13 Nov 2026 ◆ KOKO, London
Makers residency 4th edition
Live event
Makers residency 4th edition
Fri 13 Nov 2026
Find a job · 1 live role

Jobs in AI.
Apply now.

Apply once › get screened › meet the company

See all roles

More like this

Running one yourself?

List your AI event,
wherever it is.

A meetup, a workshop, a hackathon, a conference. Any city, or online. Tell us about it and it lands in front of people already learning this stuff.