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layout default
title Chapter 7: Testing, Contributing, and Upgrade Strategy
nav_order 7
parent FastMCP Tutorial

Chapter 7: Testing, Contributing, and Upgrade Strategy

Welcome to Chapter 7: Testing, Contributing, and Upgrade Strategy. In this part of FastMCP Tutorial: Building and Operating MCP Servers with Pythonic Control, you will build an intuitive mental model first, then move into concrete implementation details and practical production tradeoffs.

This chapter covers change safety: test strategy, contributor workflow, and version migration.

Learning Goals

  • apply fast feedback loops for transport and tool behavior changes
  • follow contributor expectations for clean review cycles
  • handle breaking changes intentionally during upgrades
  • keep documentation and tests synchronized with runtime behavior

Change-Safety Workflow

Stage Focus
local test loop in-memory and targeted integration tests
PR quality gate lint, test markers, docs consistency
upgrade review explicit migration notes and breaking-change checks
rollout staged validation before production promotion

Source References

Summary

You now have a safer maintenance model for evolving FastMCP server/client systems.

Next: Chapter 8: Production Operations and Governance

How These Components Connect

flowchart TD
    A[FastMCP server code] --> B[Unit tests]
    B --> C[In-process Client calls]
    C --> D[Assert tool output]
    A --> E[Integration tests]
    E --> F[stdio transport]
    F --> G[End-to-end tool validation]
    G --> H[CI pipeline]
    H --> I[Merge / release]
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