* addinte templates and user guide
* up docs
* up
* up claude.md
* add mb
* umb
* up workflow
* up settings claude
* adding detailed docs
* adding missing files docs
* add main readme for docs
* up main readme
* adding docs for tests
* Complete documentation integration with test structure analysis link
Adds link to comprehensive test structure documentation in main README.md,
finalizing the progressive disclosure strategy for project documentation.
This completes the documentation integration work that includes:
- Architecture documentation
- API reference documentation
- Contributing guidelines
- Detailed test analysis
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* removing folders from git
* up
* up
* up gitignore
* feat: Add automatic semantic versioning workflow
- Create GitHub Actions workflow for automatic version bumping based on PR title prefixes
- Add version bumping script (scripts/bump_version.py) for programmatic updates
- Update PR template with semantic versioning guidelines
- Document versioning workflow in contributing guide
- Integrate with existing Docker build workflow via git tags
This enables automatic version management:
- feat: triggers MINOR version bump
- fix: triggers PATCH version bump
- breaking: triggers MAJOR version bump
- docs/chore/test: no version bump
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
* fix: Separate Docker workflows for testing and publishing
- Add docker-test.yml for PR validation (build test only)
- Fix build_and_publish_docker.yml to trigger only on tags
- Remove problematic sha prefix causing invalid tag format
- Ensure proper workflow sequence: PR test → merge → version → publish
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* style: Fix black formatting issues in bump_version.py
- Fix spacing and indentation to pass black formatter
- Ensure code quality standards are met for CI workflow
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* style: Modernize type hints in bump_version.py
- Replace typing.Tuple with modern tuple syntax
- Remove deprecated typing imports per ruff suggestions
- Maintain Python 3.10+ compatibility
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix: Remove invalid colon in bash else statement
- Fix bash syntax error in auto-version workflow
- Remove Python-style colon from else statement
- Resolves exit code 127 in version bump determination
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: Add Docker build combinations for non-versioning prefixes
- Add support for prefix+docker combinations (docs+docker:, chore+docker:, etc.)
- Enable Docker build for non-versioning changes when requested
- Add repository_dispatch trigger for Docker workflow
- Update Docker tagging for PR-based builds (pr-X, main-sha)
- Update PR template with new prefix options
This allows contributors to force Docker builds for documentation,
maintenance, and other non-versioning changes when needed.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs: Add comprehensive PR prefix and automation documentation
- Update CONTRIBUTING.md with detailed PR prefix system explanation
- Add automation workflow documentation to docs/contributing/workflows.md
- Create new user-friendly contributing guide at docs/user-guides/contributing-guide.md
- Include Mermaid diagrams for workflow visualization
- Document Docker testing combinations and image tagging strategy
- Add best practices and common mistakes to avoid
This provides clear guidance for contributors on using the automated
versioning and Docker build system effectively.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs+docker: Complete documentation infrastructure with Docker automation testing (#2)
* fix: Remove invalid colon in bash else statement
- Fix bash syntax error in auto-version workflow
- Remove Python-style colon from else statement
- Resolves exit code 127 in version bump determination
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: Add Docker build combinations for non-versioning prefixes
- Add support for prefix+docker combinations (docs+docker:, chore+docker:, etc.)
- Enable Docker build for non-versioning changes when requested
- Add repository_dispatch trigger for Docker workflow
- Update Docker tagging for PR-based builds (pr-X, main-sha)
- Update PR template with new prefix options
This allows contributors to force Docker builds for documentation,
maintenance, and other non-versioning changes when needed.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs: Add comprehensive PR prefix and automation documentation
- Update CONTRIBUTING.md with detailed PR prefix system explanation
- Add automation workflow documentation to docs/contributing/workflows.md
- Create new user-friendly contributing guide at docs/user-guides/contributing-guide.md
- Include Mermaid diagrams for workflow visualization
- Document Docker testing combinations and image tagging strategy
- Add best practices and common mistakes to avoid
This provides clear guidance for contributors on using the automated
versioning and Docker build system effectively.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
---------
Co-authored-by: Patryk Ciechanski <patryk.ciechanski@inetum.com>
Co-authored-by: Claude <noreply@anthropic.com>
* fix: Correct digest reference in Docker artifact attestation
- Add id to build step to capture outputs
- Fix subject-digest reference from steps.build.outputs.digest
- Resolves 'One of subject-path or subject-digest must be provided' error
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs: Add comprehensive Docker image usage instructions
- Add Option B (Published Docker Image) to main README.md
- Update installation guide with published image as fastest option
- Add comprehensive configuration examples for GHCR images
- Document image tagging strategy (latest, versioned, PR builds)
- Include version pinning examples for stability
- Highlight benefits: instant setup, no build, cross-platform
Users can now choose between:
1. Published image (fastest, no setup) - ghcr.io/patrykiti/gemini-mcp-server:latest
2. Local build (development, customization) - traditional setup
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: Add automated Docker image usage instructions and PR comments
- Generate comprehensive usage instructions in workflow summary after Docker build
- Include exact docker pull commands with built image tags
- Auto-generate Claude Desktop configuration examples
- Add automatic PR comments with testing instructions for +docker builds
- Show expected image tags (pr-X, main-sha) in PR comments
- Include ready-to-use configuration snippets for immediate testing
- Link to GitHub Container Registry and Actions for monitoring
Now when Docker images are built, users get:
- Step-by-step usage instructions in workflow summary
- PR comments with exact pull commands and config
- Copy-paste ready Claude Desktop configurations
- Direct links to monitor build progress
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: Add automatic README.md updating after Docker builds
- Updates Docker image references in README.md and documentation files
- Automatically commits and pushes changes after image builds
- Handles both release builds (version tags) and development builds (PR numbers)
- Ensures documentation always references the latest published images
- Uses sed pattern matching to update ghcr.io image references
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
* correcting
* up
* fix: GitHub Actions workflows semantic errors
Fixed critical semantic and logic errors in auto-version and Docker workflows:
Auto-version.yml fixes:
- Removed duplicate echo statements for should_build_docker output
- Fixed malformed if/else structure (else after else)
- Removed redundant conditional blocks for docker: prefixes
- Cleaned up duplicate lines in summary generation
Build_and_publish_docker.yml fixes:
- Replaced hardcoded 'patrykiti' with dynamic ${{ github.repository_owner }}
- Enhanced regex pattern to support underscores in Docker tags: [a-zA-Z0-9\._-]*
- Fixed sed patterns for dynamic repository owner detection
These changes ensure workflows execute correctly and support any repository owner.
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
* docs: Add advanced Docker configuration options to README
Added comprehensive configuration section with optional environment variables:
Docker Configuration Features:
- Advanced configuration example with all available env vars
- Complete table of environment variables with descriptions
- Practical examples for common configuration scenarios
- Clear documentation of config.py options for Docker users
Available Configuration Options:
- DEFAULT_MODEL: Choose between Pro (quality) vs Flash (speed)
- DEFAULT_THINKING_MODE_THINKDEEP: Control token costs with thinking depth
- LOG_LEVEL: Debug logging for troubleshooting
- MCP_PROJECT_ROOT: Security sandbox for file access
- REDIS_URL: Custom Redis configuration
Benefits:
- Users can customize server behavior without rebuilding images
- Better cost control through model and thinking mode selection
- Enhanced security through project root restrictions
- Improved debugging capabilities with configurable logging
- Complete transparency of available configuration options
This addresses user request for exposing config.py parameters via Docker environment variables.
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
---------
Co-authored-by: Patryk Ciechanski <patryk.ciechanski@inetum.com>
Co-authored-by: Claude <noreply@anthropic.com>
Simulation tests to confirm threading and history traversal
Chain of communication and branching validation tests from live simulation
Temperature enforcement per model
## Major Features Added
### 🎯 Dynamic Configuration System
- **Environment-aware model selection**: DEFAULT_MODEL with 'pro'/'flash' shortcuts
- **Configurable thinking modes**: DEFAULT_THINKING_MODE_THINKDEEP for extended reasoning
- **All tool schemas now dynamic**: Show actual current defaults instead of hardcoded values
- **Enhanced setup workflow**: Copy from .env.example with smart customization
### 🔧 Model & Thinking Configuration
- **Smart model resolution**: Support both shortcuts ('pro', 'flash') and full model names
- **Thinking mode optimization**: Only apply thinking budget to models that support it
- **Flash model compatibility**: Works without thinking config, still beneficial via system prompts
- **Dynamic schema descriptions**: Tool parameters show current environment values
### 🚀 Enhanced Developer Experience
- **Fail-fast Docker setup**: GEMINI_API_KEY required upfront in docker-compose
- **Comprehensive startup logging**: Shows current model and thinking mode defaults
- **Enhanced get_version tool**: Reports all dynamic configuration values
- **Better .env documentation**: Clear token consumption details and model options
### 🧪 Comprehensive Testing
- **Live model validation**: New simulator test validates Pro vs Flash thinking behavior
- **Dynamic configuration tests**: Verify environment variable overrides work correctly
- **Complete test coverage**: All 139 unit tests pass, including new model config tests
### 📋 Configuration Files Updated
- **docker-compose.yml**: Fail-fast API key validation, thinking mode support
- **setup-docker.sh**: Copy from .env.example instead of manual creation
- **.env.example**: Detailed documentation with token consumption per thinking mode
- **.gitignore**: Added test-setup/ for cleanup
### 🛠 Technical Improvements
- **Removed setup.py**: Fully Docker-based deployment (no longer needed)
- **REDIS_URL smart defaults**: Auto-configured for Docker, still configurable for dev
- **All tools updated**: Consistent dynamic model parameter descriptions
- **Enhanced error handling**: Better model resolution and validation
## Breaking Changes
- Removed setup.py (Docker-only deployment)
- Model parameter descriptions now show actual defaults (dynamic)
## Migration Guide
- Update .env files using new .env.example format
- Use 'pro'/'flash' shortcuts or full model names
- Set DEFAULT_THINKING_MODE_THINKDEEP for custom thinking depth
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
This major refactoring addresses critical bugs in conversation history management
and significantly improves token efficiency through intelligent file embedding:
**Key Improvements:**
• Fixed conversation history duplication bug by centralizing reconstruction in server.py
• Added intelligent file filtering to prevent re-embedding files already in conversation history
• Centralized file processing logic in BaseTool._prepare_file_content_for_prompt()
• Enhanced log monitoring with better categorization and file embedding visibility
• Updated comprehensive test suite to verify new architecture and edge cases
**Architecture Changes:**
• Removed duplicate conversation history reconstruction from tools/base.py
• Conversation history now handled exclusively by server.py:reconstruct_thread_context
• All tools now use centralized file processing with automatic deduplication
• Improved token efficiency by embedding unique files only once per conversation
**Performance Benefits:**
• Reduced token usage through smart file filtering
• Eliminated redundant file embeddings in continued conversations
• Better observability with detailed debug logging for file operations
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
This commit addresses several critical issues and improvements:
🔧 Critical Fixes:
- Fixed conversation history not being included when using continuation_id in AI-to-AI conversations
- Fixed test mock targeting issues preventing proper conversation memory validation
- Fixed Docker debug logging functionality with Gemini tools
🐛 Bug Fixes:
- Docker compose configuration for proper container command execution
- Test mock import targeting from utils.conversation_memory.* to tools.base.*
- Version bump to 3.1.0 reflecting significant improvements
🚀 Improvements:
- Enhanced Docker environment configuration with comprehensive logging setup
- Added cross-tool continuation documentation and examples in README
- Improved error handling and validation across all tools
- Better logging configuration with LOG_LEVEL environment variable support
- Enhanced conversation memory system documentation
🧪 Testing:
- Added comprehensive conversation history bug fix tests
- Added cross-tool continuation functionality tests
- All 132 tests now pass with proper conversation history validation
- Improved test coverage for AI-to-AI conversation threading
✨ Code Quality:
- Applied black, isort, and ruff formatting across entire codebase
- Enhanced inline documentation for conversation memory system
- Cleaned up temporary files and improved repository hygiene
- Better test descriptions and coverage for critical functionality
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
• Moved AI-to-AI Conversation Threading section after "Start Using It\!"
• Now appears before Available Tools for logical progression
• Users learn basics first, then discover advanced collaboration features
• Improves documentation flow and user experience
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Major release introducing true AI collaboration capabilities:
• AI-to-AI conversation threading with Redis persistence
• Asynchronous workflow support - Claude can work between exchanges
• Incremental updates automatically bypass MCP's 25K token limit
• Cross-questioning and coordinated problem-solving between AIs
• Enhanced documentation with SwiftUI vs UIKit debate example
• Comprehensive test coverage and linting compliance
• Docker-first architecture with simplified setup
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Remove Windows batch scripts and native setup instructions since Claude Code CLI
requires WSL on Windows. Consolidate Docker as primary recommendation across all platforms.
Changes:
- Remove setup.bat, run_gemini.bat, setup-docker-env.bat
- Remove examples/claude_config_windows.json
- Update README to clarify WSL requirement for Windows users
- Promote Docker as recommended setup for all platforms
- Update troubleshooting section for WSL-only support
- Apply code formatting fixes from ruff/black
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Corrected thinking modes table to show `high` as default for thinkdeep (not `max`)
- Moved the default notation from `max` row to `high` row where it belongs
- This aligns with the actual tool implementation which uses "high" as default
The thinkdeep tool uses "high" (16,384 tokens) as its default thinking mode,
not "max" (32,768 tokens) as previously documented.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Removed all "Triggers:" lines from tool descriptions in README
- The trigger words were redundant since prompt examples already show usage
- Makes documentation cleaner and more focused on actual usage patterns
The prompt examples throughout the documentation already demonstrate
how to invoke each tool, making the trigger word lists unnecessary.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Added dedicated "Web Search Integration" section explaining the new behavior
- Updated all web search capability descriptions to reflect that Gemini recommends searches for Claude
- Added to table of contents for easy navigation
- Explained how the feature works with concrete examples
- Listed benefits of the collaborative approach
- Added note about disabling web search when needed
The documentation now clearly explains that:
- Web search is enabled by default
- Gemini analyzes when searches would help
- Provides specific search recommendations for Claude
- Claude performs the actual searches
- More collaborative and transparent approach
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Updated all references in README.md from old tool names to new ones:
- think_deeper → thinkdeep
- review_code → codereview
- review_changes → precommit
- Fixed syntax error in base.py (unterminated f-string literal)
- Removed trailing whitespace to pass linting
- All tests now pass (96 tests)
- All linting checks pass (ruff, black, isort)
This completes the tool renaming refactor with full documentation updates.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Renamed `think_deeper` tool to `thinkdeep` for shorter, cleaner naming
- Updated all imports from ThinkDeeperTool to ThinkDeepTool
- Updated all references from THINK_DEEPER_PROMPT to THINKDEEP_PROMPT
- Updated tool registration in server.py
- Updated all test files to use new naming convention
- Updated README documentation to reflect new tool names
- All functionality remains the same, only naming has changed
This completes the tool renaming refactor for improved clarity and consistency.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Renamed `review_code` tool to `codereview` for better naming convention
- Renamed `review_changes` tool to `precommit` to better reflect its purpose
- Updated all tool descriptions to remove "Triggers:" sections and improve clarity
- Updated all imports and references throughout the codebase
- Renamed test files to match new tool names
- Updated server.py tool registrations
- All existing functionality preserved with improved naming
This refactoring improves code organization and makes tool purposes clearer.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Rename debug_issue.py to debug.py
- Update tool name from 'debug_issue' to 'debug' throughout codebase
- Update all references in server.py, tests, and README
- Keep DebugIssueTool class name for backward compatibility
- All tests pass with the renamed tool
This makes the tool name shorter and more consistent with other
tool names like 'chat' and 'analyze'. The functionality remains
exactly the same.
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
- Update 'save this output\!' instruction to mention Claude Code option
- Add direct link to Claude Code configuration section
- Helps users who prefer Claude Code over Claude Desktop
This clarifies that users have two configuration options and can
skip the Claude Desktop step if they're using Claude Code directly.
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
- Add clickable link from 'Bypass MCP's token limits' bullet point
- Links directly to the Working with Large Prompts section
- Makes it easier for users to jump to detailed explanation
This improves navigation and helps users quickly find information
about the large prompt handling feature.
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
- Emphasize that setup-docker-env scripts automatically build Docker image
- Clarify that $GEMINI_API_KEY from environment is automatically used
- Remove manual 'docker build' step from instructions
- Add clear 'To update' instructions - just run setup script again
- Update 'Why Docker' section to reflect easy updates
This makes it clearer that Docker setup is fully automated and users
don't need to run any Docker commands manually. The setup scripts
handle everything including building, cleaning old images, and
configuring the environment.
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
- Add use_websearch parameter to base ToolRequest class
- All tools now inherit web search capability automatically
- Enhanced description emphasizes brainstorming and architectural design
- Add get_websearch_instruction() helper method to base class
- Update all tools to include web search in their prompts when enabled
- Update README documentation with web search examples
- Fix linting issues (ruff, black formatting)
Web search is particularly useful for:
- Brainstorming sessions and architectural design discussions
- Exploring industry best practices
- Working with specific frameworks/technologies
- Researching solutions to complex problems
- Getting current documentation and community insights
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
Updated thinking modes section to emphasize that:
- Claude automatically selects appropriate thinking modes based on task complexity
- Manual override is available but not required in most cases
- Auto-managed mode is recommended for optimal cost/quality balance
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Fixed review_changes tool to properly translate host paths to container paths in Docker
- Prevents "No such file or directory" errors when running in Docker containers
- Added proper error handling with clear messages when paths are inaccessible
refactor: Centralized token limit validation across all tools
- Added _validate_token_limit method to BaseTool to eliminate code duplication
- Reduced ~25 lines of duplicated code across 5 tools (analyze, chat, debug_issue, review_code, think_deeper)
- Maintains exact same error messages and behavior
feat: Enhanced large prompt handling
- Added support for prompts >50K chars by requesting file-based input
- Preserves MCP's ~25K token capacity for responses
- All tools now check prompt size before processing
test: Added comprehensive Docker path integration tests
- Tests for path translation, security validation, and error handling
- Tests for review_changes tool specifically with Docker paths
- Fixed failing think_deeper test (updated default from "max" to "high")
chore: Code quality improvements
- Applied black formatting across all files
- Fixed import sorting with isort
- All tests passing (96 tests)
- Standardized error handling follows MCP TextContent format
The changes ensure consistent behavior across all environments while reducing code duplication and improving maintainability.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
More accurate label that clearly shows this is the actual prompt
that produced the results shown in the image.
Co-Authored-By: Claude <noreply@anthropic.com>
- Move example workflow image to Why This Server section
- Condense File & Directory Support into single bullet point
- Remove duplicate image/prompt from think_deeper section
This creates a cleaner, more compelling introduction that showcases
real usage before diving into setup details.
Co-Authored-By: Claude <noreply@anthropic.com>
Focus on using the setup scripts which already generate the exact
Claude Desktop configuration needed. This makes the setup process
much more straightforward.
Co-Authored-By: Claude <noreply@anthropic.com>
Implements comprehensive Docker support to eliminate Python version and dependency concerns.
Users can now run the MCP server in a container with automatic path translation between
host and container filesystems.
Key features:
- Dockerfile with multi-architecture support (amd64/arm64)
- Automatic path translation using WORKSPACE_ROOT environment variable
- Setup scripts for all platforms (Bash, CMD, PowerShell)
- GitHub Actions workflow for automated Docker Hub publishing
- Secure non-root container execution
- Read-only volume mounts by default
The setup process is now simplified to:
1. Run setup-docker-env script to generate .env and Claude config
2. Build the Docker image
3. Copy generated config to Claude Desktop
No Python installation or virtual environment management required.
Fixes#3
Co-Authored-By: Claude <noreply@anthropic.com>
- Add Python version validation in setup.sh and setup.bat
- Require Python 3.10 or higher (needed by mcp package)
- Provide clear error messages with upgrade instructions
- Update README prerequisites and troubleshooting sections
This prevents confusing dependency errors when users have older Python versions.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add setup.sh for macOS/Linux with dependency installation
- Add setup.bat for Windows with dependency installation
- Update README with clearer setup instructions in Quickstart
- Add troubleshooting for "ModuleNotFoundError: No module named 'mcp'"
- Provide manual installation steps as fallback
This helps users avoid the common "ModuleNotFoundError" by ensuring
dependencies are properly installed before first use.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Document that default access is to home directory
- Explain how to restrict access using MCP_PROJECT_ROOT
- Remove API key warning as requested (applies to all MCP servers)
This helps users understand the security model and how to configure
it for their specific needs.
