MCP servers for code review and automated fixing
Project description
btx_fix_mcp
Code review and automated fixing tools - available as CLI and MCP server.
What is btx_fix_mcp?
btx_fix_mcp provides comprehensive code analysis:
- 18+ Quality Analyses: Complexity, maintainability, duplication, type coverage, dead code
- Security Scanning: Bandit integration for vulnerability detection
- Cache Optimization: Evidence-based
@lru_cacherecommendations - Documentation Coverage: Docstring completeness analysis
Two ways to use it:
| Mode | Best For |
|---|---|
| CLI | Direct command-line usage, CI/CD pipelines, scripts |
| MCP Server | Integration with Claude Desktop, AI-assisted workflows |
Quick Start
Installation
# Recommended: uv
pip install uv
uv pip install btx_fix_mcp
# Alternative: pip
pip install btx_fix_mcp
# Development
git clone https://github.com/bitranox/btx_fix_mcp
cd btx_fix_mcp && make dev
CLI Usage (Simple)
# Review uncommitted git changes (default)
btx_fix_mcp review all
# Review all files
btx_fix_mcp review all --mode full
# Run specific analysis
btx_fix_mcp review quality
btx_fix_mcp review security
# Cache optimization with profiling (recommended)
btx_fix_mcp review profile -- python -m your_app # Profile your app
btx_fix_mcp review profile -- pytest tests/ # Or profile tests
btx_fix_mcp review cache # Then analyze
# Clean up analysis data
btx_fix_mcp review clean # Delete all
btx_fix_mcp review clean -s profile # Delete profile only
btx_fix_mcp review clean --dry-run # Preview deletion
MCP Server Usage (Simple)
Add to Claude Desktop config (~/.config/claude/claude_desktop_config.json):
{
"mcpServers": {
"btx-review": {
"command": "python",
"args": ["-m", "btx_fix_mcp.servers.review"]
}
}
}
Then in Claude Desktop:
"Review the code quality of this project"
Documentation
Getting Started
| Document | Description |
|---|---|
| CLI Quickstart | Start using CLI in 5 minutes |
| MCP Quickstart | Set up MCP server for Claude Desktop |
| Installation Guide | All installation methods |
User Guides
| Document | Description |
|---|---|
| CLI Reference | All CLI commands and options |
| MCP Tools Reference | MCP tools and resources |
| Configuration | All configuration options |
| Cache Profiling | LRU cache optimization guide |
Development
| Document | Description |
|---|---|
| Development Guide | Setup, testing, make targets |
| Architecture | System design overview |
| Contributing | How to contribute |
Features Overview
Analyses Available
| Analysis | Description | CLI Command |
|---|---|---|
| Scope | File discovery, git changes | review scope |
| Quality | Complexity, maintainability, duplication | review quality |
| Security | Vulnerability scanning (Bandit) | review security |
| Dependencies | Outdated packages, vulnerabilities | review deps |
| Documentation | Docstring coverage | review docs |
| Performance | Hotspot detection, profiling | review perf |
| Cache | LRU cache optimization | review cache |
Quality Metrics
| Metric | Tool | Threshold |
|---|---|---|
| Cyclomatic Complexity | radon | ≤10 |
| Function Length | custom | ≤50 lines |
| Nesting Depth | custom | ≤3 levels |
| Maintainability Index | radon | ≥20 |
| Type Coverage | mypy | ≥80% |
| Docstring Coverage | interrogate | ≥80% |
Requirements
- Python 3.13+
- Git (optional)
Git Integration
Git is optional but enables additional features:
| Feature | Without Git | With Git |
|---|---|---|
| Scope Mode | --mode full scans all files |
--mode git scans only uncommitted changes (default) |
| Code Churn | Skipped | Analyzes frequently modified files |
| Branch Info | Shows "N/A" | Displays current branch |
When git is not available:
--mode gitautomatically falls back to--mode fullwith a warning- Code churn analysis is skipped silently
- Cache analysis works without git (uses in-memory file backup)
- All other analyses work normally
License
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