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Fast Ollama MCP
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FastMCP and Ollama
This sis a basic project that outlines the use case, setup and deployment of an MCP Server from scratch, using Ollama.
How and MCP service works
There are 3 main components:
- MCP server - exposes the tools over a network
- MCP client - connects to the MCP server and uses those tools
- LLM - The language model that decides whether a tool is needed.
The MCP client is a wrapper for function calling. It connects to MCP servers and pulls their tool into a single list, exposing them to your language model as function calls.
What this example does
This project demonstrates how to set up and use MCP from scratch, showing what happens on both sides of the client and server under the hood:
- Create MCP server. Expose tools over network.
- Create MCP client. Connect to MCP server and query for tools.
- Handle chat and tool calls with Ollama.