Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
This repository also configures its own agents. See what paiml-mcp-agent-toolkit tells them →
Skill Claude Code
Dogfood pmat — rebuild, install, exercise every CLI command against pmat's own repo, check output integrity + self-quality, find next work. Read-only audit; files issues for bugs.
Skill Claude Code
Generates comprehensive, LLM-optimized codebase context using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: Starting work on unfamiliar codebases Onboarding to new projects or repositories Need quick understanding of project architecture Preparing for refactoring or feature implementation Creating…
Skill Claude Code
Analyzes polyglot codebases with multiple programming languages using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: Working with projects containing multiple programming languages Assessing cross-language integration patterns and quality Understanding language distribution and architectural…
Skill Claude Code
Analyzes code quality, complexity, and technical debt using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: User mentions "code quality", "complexity", "technical debt", or "maintainability" Reviewing code or conducting code review Modifying or refactoring existing code files Creating pull requests or…
Skill Claude Code
Provides automated refactoring suggestions and complexity reduction strategies using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: User requests code refactoring, optimization, or improvement Complexity analysis reveals high-complexity functions (cyclomatic > 10) Code review identifies…
Skill Claude Code
Tracks and manages technical debt using PMAT (Pragmatic AI Labs MCP Agent Toolkit). Use this skill when: User asks about technical debt, TODO comments, or code quality issues Planning sprint work and need to prioritize debt repayment Conducting code audits or technical debt assessments Tracking debt accumulation…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: