Major redesign of Gemini MCP Server with modular architecture:
- Removed all emoji characters from tool outputs for clean terminal display
- Kept review category emojis (🔴🟠🟡🟢) per user preference
- Added 4 specialized tools:
- think_deeper: Extended reasoning and problem-solving (temp 0.7)
- review_code: Professional code review with severity levels (temp 0.2)
- debug_issue: Root cause analysis and debugging (temp 0.2)
- analyze: General-purpose file analysis (temp 0.2)
- Modular architecture with base tool class and Pydantic models
- Verbose tool descriptions with natural language triggers
- Updated README with comprehensive examples and real-world use cases
- All 25 tests passing, type checking clean, critical linting clean
BREAKING CHANGE: Removed analyze_code tool in favor of specialized tools
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
New tools:
- analyze_file: Clean file analysis without terminal clutter
- Always uses file paths, never shows content in terminal
- Server reads files directly and sends to Gemini
- Replaces analyze_code for file analysis use cases
- extended_think: Deep collaborative thinking with Claude
- Takes Claude's analysis/thoughts as input for deeper exploration
- Supports optional file context and focus areas
- Higher temperature (0.7) for creative problem-solving
- Designed for validating and extending Claude's analysis
Improvements:
- Added specialized system prompt for extended thinking
- Updated documentation with examples and workflows
- Added comprehensive tests for new tools
- Kept analyze_code for backward compatibility
This enables Claude and Gemini to work as true development partners,
with Claude doing primary analysis and Gemini providing validation,
alternative perspectives, and extended context processing.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Remove all emoji characters from output strings for better compatibility
- Update all tests to match non-emoji output
- Apply black formatting to all Python files
- Ensure all tests pass and linting succeeds
- Remove htmlcov directory (already in .gitignore)
This change improves cross-platform compatibility and ensures
consistent code formatting across the project.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add version metadata (__version__, __updated__, __author__)
- Create get_version tool that returns server information
- Include Python version, start time, and configuration details
- Add comprehensive tests for version functionality
- Update existing tests to handle new tool count
Now you can check the server version from Claude by asking:
"Can you get the version of the Gemini MCP server?"
Version: 2.2.0
Updated: 2025-06-08
Author: Fahad Gilani
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
BREAKING CHANGES:
- Remove verbose_output from tool schema (Claude Code can't accidentally use it)
- Always show minimal terminal output with file previews
- Improved file content formatting for Gemini with clear delimiters
Key improvements:
- Files formatted as "--- BEGIN FILE: path --- content --- END FILE: path ---"
- Direct code formatted as "--- BEGIN DIRECT CODE --- code --- END DIRECT CODE ---"
- Terminal shows file paths, sizes, and small previews (not full content)
- Clear prompt structure for Gemini: USER REQUEST | CODE TO ANALYZE sections
- Prevents terminal hangs/glitches with large files in Claude Code
- All tests updated and passing
This ensures Claude Code stays responsive while Gemini gets properly formatted content.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add verbose_output parameter (default: False) to CodeAnalysisRequest
- Modify prepare_code_context to return both full context and summary
- Show only file paths and sizes in terminal by default, not full content
- Full file content is still sent to Gemini for analysis
- Add comprehensive tests for verbose output functionality
This prevents terminal hangs when analyzing large files while still providing
Gemini with complete file contents for analysis.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add proper cross-platform path handling with Path.resolve()
- Fix file encoding issues by explicitly using UTF-8
- Correct mock paths to use google.generativeai instead of gemini_server.genai
- Create setup.py for proper package installation in CI
- Add conftest.py with Windows asyncio compatibility
- Update CI workflow to install package with pip install -e .
- Add import tests to verify package installation
- Set PYTHONPATH in test environment
- Simplify import mechanism in tests
These changes ensure tests pass consistently across Windows, Ubuntu, and macOS platforms.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add explicit step to clone the repository first
- Include instructions for accessing config via Claude Desktop UI
- Clarify that users must replace placeholder paths with actual paths
- Add note to remember the cloned directory path
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
Added professional testing infrastructure:
Unit Tests:
- Comprehensive test suite covering all major functionality
- Tests for models, file operations, tool handlers, and error cases
- Async test support for MCP handlers
- Mocking for external API calls
- 84% code coverage achieved
CI/CD Pipeline:
- GitHub Actions workflow for automated testing
- Matrix testing across Python 3.8-3.12
- Cross-platform testing (Ubuntu, macOS, Windows)
- Automated linting with flake8, black, isort, and mypy
- Code coverage reporting with 80% minimum threshold
Configuration:
- pytest.ini with proper test discovery and coverage settings
- .coveragerc for coverage configuration
- Updated .gitignore for test artifacts
- Development dependencies in requirements.txt
Documentation:
- Added testing section to README
- Instructions for running tests locally
- Contributing guidelines with test requirements
This ensures code quality and reliability for all contributions.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
