Table of Contents
Integrating Agentic MCP into the Blog System
Enhancing Content Workflow with AI-Powered Automation
🛠 Objective
The goal of this integration is to leverage Agentic MCP (Model Context Protocol) to automate and optimize content creation within the existing Next.js + MDX blog system. This will demonstrate real-world AI automation workflows while improving efficiency, SEO, and dynamic content capabilities.
🔍 Current Blog System Overview
Our blog is currently structured as follows:
- Content Storage: Blog posts are stored as MDX files in
content/blog/
- Images & Media: Blog images are stored in
images/blog/
- Routing & Rendering: Next.js App Router handles
/blog/[slug]
- MDX Support: Blog posts can include interactive React components
- Manual Workflow: Currently, all content, metadata, and images are manually added
🚀 How MCP Will Enhance the System
By integrating Agentic MCP, we will:
- Automate Content Generation – AI will generate structured blog drafts based on topics or keywords.
- Fetch Real-Time Research & Insights – The system will pull relevant data from Brave Search, APIs, and online sources.
- Generate & Optimize Metadata – MCP will suggest SEO-friendly titles, descriptions, and keywords.
- Enhance Image Management – AI will auto-generate or fetch images based on blog content.
- Summarize & Highlight Key Points – AI will extract key takeaways for better readability.
- Automate Internal Linking – Blog posts will dynamically reference related articles.
📌 Implementation Plan
We will implement the MCP integration in the following stages:
1️⃣ Phase 1: Content Automation
✅ Set up an MCP pipeline for generating structured MDX blog drafts
✅ Automate research gathering using Brave Search API & Claude
2️⃣ Phase 2: AI-Powered Image Handling
✅ Fetch or generate AI-enhanced cover images
✅ Automate image naming and file storage
3️⃣ Phase 3: Metadata Optimization & Summaries
✅ Auto-generate SEO metadata
✅ Implement AI-generated blog summaries
4️⃣ Phase 4: Internal Linking & Dynamic Enhancements
✅ Automate internal linking for related posts
✅ Experiment with interactive AI-generated blog components
🖥 Portfolio Showcase Plan
To demonstrate this system in action, we will:
- Create a dedicated blog section showcasing the MCP-powered workflow.
- Present 10+ use cases with before/after AI enhancements.
- Provide interactive examples of AI-generated content & metadata.
- Document the entire workflow in a blog post.
💡 Why This Matters
By integrating Agentic MCP, we are:
- Pushing AI-powered automation into a real-world content system
- Demonstrating Next.js + AI integration for an advanced portfolio project
- Showcasing expertise in AI-enhanced content workflows
This project will set a new standard for content automation and provide a powerful example of MCP in action.
📌 Next Steps
- ✅ Finalize MCP integration setup
- ✅ Test AI-generated blog posts & metadata
- ✅ Deploy first examples & document the process
- ✅ Launch public showcase on mruud.com/blog
This document serves as the foundation for integrating Agentic MCP into the blog system. From here, we will refine and implement each component step by step.
Written by
Marcus Ruud
At
Thu Mar 06 2025