Vibe Coding Discoverpaiml-mcp-agent-toolkit
View on GitHubPragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
PMAT is a Rust MCP server and CLI that gives AI coding agents deterministic code intelligence: context generation, technical-debt grading, mutation testing, semantic search and git-history RAG over 20+ tools, served over stdio or HTTP with shared tool registry.
Use Cases
Serve 20 code-analysis tools to Claude Code over stdio or streamable HTTPGenerate zero-config AI-ready context for any codebaseGrade technical debt A+ to F with orthogonal metricsRun mutation testing to validate test suite qualityScore repository health across 11 categoriesSemantic/natural-language code search with git churn and complexity annotationsSearch git commit history via RAG with RRF fusionEnforce CI-faithful pre-commit quality gates for autonomous agentsRun concurrent multi-agent workloads against one working treeAnalyze complexity, dead code, SATD, DAG and Big-O across 20+ languages
Built With
- Language
- Rust
- Frameworks
- pmcp · MCP · Claude Code · Cline · Claude Desktop · tokio · clap · serde
Tags
mcp · mcp-server · code-analysis · rust · cli · technical-debt · mutation-testing · semantic-search · quality-gates · ai-context · multi-language · http-transport · stdio · deep-context · git-history-rag · deterministic