ai llm mcp - ghdrako/doc_snipets GitHub Wiki

• https://github.com/modelcontextprotocol
• https://github.com/modelcontextprotocol/python-sdk
• https://github.com/dgellow/mcp-front

MCP

the standard for providing context to LLMs and AI agents, allowing them to function at a high level in real world, operational scenarios

DBT MCP

• https://github.com/dbt-labs/dbt-mcp/tree/main

FastMCP

Something that makes it easy to define tools (decorators for Python functions)
A runtime to start the MCP Server
A basic MCP Client to interface with the server

• Define a tool Python

from mcp.server.fastmcp import FastMCP

mcp = FastMCP("Demo")

@mcp.tool()
def get_weather(location: str) -> str:
    """Fetch the weather forecast for a given location."""
    ...

• Framework PydanticAI

• Start a local MCP server:‍ Shell

mcp dev ... path.to.your.module