Name: CodeScan
Author: Babak Bandpey

CodeScan

Python Static Code Analyzer with Neo4j Integration

Python Neo4j AST Parsing MCP Server Cursor IDE

Created by Babak Bandpey | Built by Cocode | GitHub

AST AST-based parsing

Graph Neo4j storage

MCP Cursor IDE ready

Features

🔍

Call Graph Analysis

Extract function calls, arguments, and build comprehensive call graphs stored in Neo4j.

🧪

Test Coverage Detection

Automatically identify tests and map test-to-code relationships.

📊

Code Metrics

Extract function lengths, class sizes, constant values, and more.

🔗

MCP Integration

Exposes graph queries via Model Context Protocol for Cursor IDE.

🎨

GraSS Visualization

Compatible with Neo4j Browser's GraSS styling for beautiful graphs.

⚡

Configurable

Environment-based config, custom ignore patterns, verbosity control.

MCP Tools

Structure

list_files file_contents list_functions list_classes

Call Graph

callees callers transitive_calls most_called_functions most_calling_functions

Test Analysis

untested_functions untested_classes test_coverage_ratio tests_for_function

Analysis

recursive_functions classes_with_most_methods repetitive_constants

Quick Start

                
# Start Neo4j
docker-compose up -d

# Scan your codebase
python scanner.py

# Start MCP server for Cursor IDE
./run_mcp_stdio_server.sh

View on GitHub Documentation