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Learn Model Context Protocol with Python

You're reading from   Learn Model Context Protocol with Python Build agentic systems in Python with the new standard for AI capabilities

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Product type Paperback
Published in Oct 2025
Publisher Packt
ISBN-13 9781806103232
Length 304 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Christoffer Noring Christoffer Noring
Author Profile Icon Christoffer Noring
Christoffer Noring
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Toc

Table of Contents (17) Chapters Close

Preface 1. Introduction to the Model Context Protocol 2. Explaining the Model Context Protocol FREE CHAPTER 3. Building and Testing Servers 4. Building SSE Servers 5. Streamable HTTP 6. Advanced Servers 7. Building Clients 8. Consuming Servers 9. Sampling 10. Elicitation 11. Securing Your Application 12. Bringing MCP Apps to Production 13. Unlock Your Book’s Exclusive Benefits 14. Other Books You May Enjoy
15. Index
Appendix: Building for the Web with Modern Python

Implementing the server-side functionality

Let’s start with the server. What we need to know is that a server feature, tool, resource, or prompt should run its course, and if it detects that more information is needed, it should produce an elicitation message.

First, let’s see how we produce such a message. First, we have an if that checks whether a message should be produced. If so, we call elicit on the context object while providing a message and a schema to abide by:

class BookingPreferences(BaseModel):
    """Schema for collecting user preferences."""
    checkAlternative: bool = Field(description="Would you like
        to check another date?")
    alternativeDate: str = Field(
        default="2024-12-26",
        description="Alternative date (YYYY-MM-DD)",
    )
def is_available_date -> bool:
    pass
@mcp.tool()
def book_table(date: str,ctx: Context[ServerSession, None]) -> str:
    ...
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