Connects Claude to PMAT's codebase analysis engine through 19 MCP tools for technical debt assessment, mutation testing, and AI context generation. Exposes operations to grade code quality using six orthogonal metrics (A+ through F scale), run semantic search across 20+ languages with complexity annotations, and perform git history RAG with commit fusion. You'd reach for this when doing code reviews, refactoring sessions, or generating comprehensive codebase summaries for AI assistants. Integrates directly with Claude Desktop, Cline, and other MCP-compatible tools to surface repository health scores, compliance checks, and quality gate enforcement without leaving your AI workflow.
claude mcp add --transport stdio paiml-paiml-mcp-agent-toolkit uvx paiml-mcp-agent-toolkit