Fix: Update naming of FastMCP framework to MCP Python SDK

[HashiruG]

Type: Documentation
Summary: Corrected framework naming from "FastMCP Framework" to "MCP Python SDK" to align with the MCP Python SDK [1] used in the sample implementation, rather than the FastMCP framework [2].

[1] https://modelcontextprotocol.github.io/python-sdk/
[2] https://gofastmcp.com/getting-started/welcome

Summary by CodeRabbit

• Documentation
  • Updated quick-start guide references to provide clearer guidance on the Python SDK.

[CLAassistant]

All committers have signed the CLA.

[coderabbitai]

Walkthrough

Updated a quick-start guide documentation file to reference the "MCP Python SDK" instead of "FastMCP framework" in the introductory sentence, maintaining the same hyperlink URL.

Changes

Cohort / File(s)	Summary
Documentation Update en/includes/quick-starts/mcp-auth-server-py.md	Updated introductory hyperlink text from "FastMCP framework" to "MCP Python SDK" while preserving the URL reference.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

Poem

A simple fix, so quick and neat,
Just one small name to make complete,
From FastMCP to SDK so true,
The docs now shine with branding new! 🐰✨

🚥 Pre-merge checks | ✅ 2 | ❌ 1

❌ Failed checks (1 warning)

Check name	Status	Explanation	Resolution
Description check	⚠️ Warning	The PR description addresses the purpose and motivation but does not follow the required template structure with mandatory sections like test environment and security checks.	Add required template sections: Test environment details and completed security checks (all checkboxes). Include any relevant issue resolutions in the Purpose section.

✅ Passed checks (2 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title clearly and specifically describes the main change: updating documentation to correct framework naming from FastMCP to MCP Python SDK.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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✨ Finishing touches

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Actionable comments posted: 1

🤖 Fix all issues with AI agents

In `@en/includes/quick-starts/mcp-auth-server-py.md`:
- Line 3: Replace the GitHub URL in the Quickstart intro with the official MCP
Python SDK docs URL: change the link target
"https://github.com/modelcontextprotocol/python-sdk" (seen in the welcome
paragraph) to "https://modelcontextprotocol.github.io/python-sdk/" so the guide
points to the documentation site instead of the repository.

🧹 Nitpick comments (1)

en/includes/quick-starts/mcp-auth-server-py.md (1)

3-3: Consider clarifying the relationship between MCP Python SDK and FastMCP.

The document now refers to "MCP Python SDK" at line 3, while continuing to reference "FastMCP" at lines 63, 283, and 391. While this appears intentional (MCP Python SDK is the overall framework, FastMCP is a specific class within it), readers might be confused about whether these are different frameworks.

Consider adding a brief clarification that FastMCP is a component of the MCP Python SDK to avoid confusion, especially given the PR description contrasts "MCP Python SDK" with "FastMCP framework" as distinct entities.