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MCP server that provides local code intelligence, including complexity analysis, security scanning, dead code detection, and architecture reports.

Elevator pitch Local code intelligence server that analyzes complexity, detects security issues, finds dead code, and maps architecture—all without leaving your codebase.

Industry Developer Tools / Code Quality & Security

Problem

  • Teams lack visibility into code complexity and technical debt across projects.
  • Security vulnerabilities and dead code accumulate undetected in large codebases.

Solution

  • Scan local repositories for complexity metrics, security risks, and unused code in one pass.
  • Generate actionable architecture reports and quality dashboards for teams.

Tools

  • ComplexityAnalyzer: Measures cyclomatic complexity, nesting depth, and function size per file.
  • SecurityScanner: Detects vulnerable patterns, hardcoded secrets, and risky dependencies.
  • DeadCodeDetector: Identifies unused functions, imports, and unreachable branches.
  • ArchitectureMapper: Builds dependency graphs and module relationships.
  • ReportGenerator: Exports findings as JSON, HTML, or markdown summaries.

Widgets

  • /dashboard: Real-time complexity heatmap, security risk summary, and dead code inventory.
  • /report: Downloadable architecture and quality analysis with trend tracking.

Conversation starters

  • "Scan my repo for security issues and show me the riskiest files."
  • "Generate an architecture report and highlight unused code I can remove."
MCP server that provides local code intelligence, including complexity analysis, security scanning, dead code detection, and architecture reports. — MCP App by Jinja2 | NitroStack | NitroStack