LCORE-1280: Updated code docs

[tisnik]

Description

LCORE-1280: Updated code docs

Type of change

• Refactor
• New feature
• Bug fix
• CVE fix
• Optimization
• Documentation Update
• Configuration Update
• Bump-up service version
• Bump-up dependent library
• Bump-up library or tool used for development (does not change the final image)
• CI configuration change
• Konflux configuration change
• Unit tests improvement
• Integration tests improvement
• End to end tests improvement

Tools used to create PR

• Assisted-by: N/A
• Generated by: N/A

Related Tickets & Documents

• Related Issue #LCORE-1280

Summary by CodeRabbit

• Documentation
  • Updated configuration module descriptions for improved clarity
  • Added comprehensive documentation for new MCP server authentication endpoint
  • Documented new Azure Entra ID token manager for OpenAI authentication
  • Expanded documentation for observability telemetry format builders including Splunk support
  • Added documentation for new utility modules including MCP authorization, query operations, and schema export tools

_{✏️ Tip: You can customize this high-level summary in your review settings.}

[coderabbitai]

Walkthrough

Documentation updates across multiple README files adding new module entries and descriptions for recently introduced endpoints, authorization managers, observability formatters, and utility functions without any functional code changes.

Changes

Cohort / File(s)	Summary
README Documentation Updates src/README.md, src/app/endpoints/README.md, src/authorization/README.md, src/observability/formats/README.md, src/utils/README.md	Added new module entries and updated descriptions for newly introduced components: mcp_auth.py endpoint, azure_token_manager.py authorization module, observability format builders, and utility helpers for MCP auth headers, query operations, and schema dumping.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~5 minutes

Possibly related PRs

• PR #690: Updates the same llama_stack_configuration description in src/README.md, indicating concurrent documentation maintenance efforts.

Suggested reviewers

• radofuchs

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title 'LCORE-1280: Updated code docs' accurately summarizes the changeset, which consists entirely of README documentation updates across multiple modules without any code changes.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

_{✏️ Tip: You can configure your own custom pre-merge checks in the settings.}

✨ Finishing touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Post copyable unit tests in a comment

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