{"repo":"paiml/paiml-mcp-agent-toolkit","free":true,"listed":false,"github":"https://github.com/paiml/paiml-mcp-agent-toolkit","clone":"git clone https://github.com/paiml/paiml-mcp-agent-toolkit.git","description":"Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic","language":"Rust","stars":162,"topics":["agentic","c","deno","kotlin","mcp","mcp-server","paiml","pmcp","python","rust"],"license":"MIT","category":"mcp-servers","readme_excerpt":"PMAT Zero-configuration AI context generation for any codebase Installation Usage Features Examples Documentation --- Table of Contents - What is PMAT? - Installation - Usage - Features - Architecture What is PMAT? PMAT (Pragmatic Multi-language Agent Toolkit) provides everything needed to analyze code quality and generate AI-ready context: - Context Generation - Deep analysis for Claude, GPT, and other LLMs - Technical Debt Grading - A+ through F scoring with 6 orthogonal metrics - Mutation Testing - Test suite quality validation (85%+ kill rate) - Repository Scoring - Quantitative health assessment (0-289 scale, 11 categories) - Git History RAG - Semantic search across commit history with RRF fusion - Semantic Search - Natural language code discovery - Compliance Governance - 30+ checks across code quality, best practices, and reproducibility - Design by Contract - Toyota Way contract profiles with checkpoint validation and rescue protocols - Autonomous Kaizen - Toyota Way continuous improvement with auto-fix and commit - MCP Integration - 16 tools for Claude Code, Cline, and AI agents, validated end-to-end for concurrent multi-agent (ultracode) workflows - Quality Gates - Pre-commit hooks, CI/CD integration, .pmat-gates.toml config - 20+ Languages - Rust, TypeScript, Python, Go, Java, C/C++, Lua, Lean, and more Part of the PAIML Stack, following Toyota Way quality principles (Jidoka, Genchi Genbutsu, Kaizen). Annotated Code Search pmat query \"cache invalidation\" --churn --","default_branch":null,"files":null,"tree":[],"storefront":"/r/paiml","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/paiml/paiml-mcp-agent-toolkit/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}