About AI Publications 📚
AI Publications is a collection of articles by the repository's author and collaborators on AI, generative AI, and machine learning. It includes tutorials on Ollama, MCP, Python, and TypeScript.
Key features
- 01Collects AI and machine learning articles
- 02Guides to using Ollama
- 03Covers MCP clients and servers
- 04Includes Python and TypeScript
Use cases
- 01Learn to build an MCP server
- 02Explore local AI agents
- 03Integrate Ollama into applications
- 04Troubleshoot MCP filesystem connection issues
MCP support
This is an article and tutorial collection covering MCP clients, MCP servers, and an Ollama MCP Bridge; it is not itself an MCP server.
Configuration
Local server config is the same for every client. Copy it into your client’s MCP config file.
We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.
Tools
Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.
Details
From the project READMEAI Publications 📚
This repository contains a list of publications I have authored or co-authored about Artificial Intelligence, Generative AI, Machine Learning, etc.
July 2025
Ollama MCP Bridge: Effortless Tool Integration | ⏱️ 5 min read
🚪 Learn how to build a drop-in proxy that transparently adds every MCP server tool to your Ollama chat completions without any boilerplate code.
May 2025
Ollama's New Thinking Mode in less than 5 Minutes | ⏱️ 5 min read
🧠 Learn how to use Ollama's new thinking mode to build local AI agents that can reason through complex tasks.
Build an MCP Client in Minutes: Local AI Agents Just Got Real | ⏱️ 5 min read
🤖 Learn how to build a full MCP client in under 100 lines and take your first steps into the world of local AI agents.
April 2025
How to Build Your First MCP Server (Fast) | ⏱️ 6 min read
🚀 Learn how to build your own MCP server to let LLMs interact with your tools.
March 2025
Using Ollama with TypeScript: A Simple Guide | ⏱️ 4 min read
💻 Learn how to integrate Ollama's powerful language models into your TypeScript applications with simple code examples.
MCP filesystem: Server disconnected | ⏱️ 2 min read
🛠️ A simple solution for nvm users experiencing issues with MCP filesystem server in Claude Desktop.
February 2025
Getting Started with Ollama: Run LLMs on Your Computer | ⏱️ 2 min read
🦙 A beginner's guide to installing and using Ollama to run large language models locally on your personal computer.
Using Ollama with Python: A Simple Guide | ⏱️ 4 min read
🐍 Learn how to integrate Ollama's powerful language models into your Python applications with simple code examples.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.