{"repo":"raw-labs/mxcp","free":true,"listed":false,"github":"https://github.com/raw-labs/mxcp","clone":"git clone https://github.com/raw-labs/mxcp.git","description":"Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure","language":"Python","stars":70,"topics":["dbt","duckdb","mcp","mxcp","llms","chatgpt","claude","openai","large-language-model","large-language-models"],"license":null,"category":"ai-agents","readme_excerpt":"MXCP: Enterprise-Grade MCP Framework for AI Applications The structured methodology for building production-ready MCP servers with enterprise security, data quality, and comprehensive testing 🚀 What Makes MXCP Different? MXCP isn't just another MCP implementation - it's a complete methodology for building production AI applications the right way: The Production-Ready Approach 1. 📊 Data Modeling First : Start with dbt models, data contracts, and quality tests 2. 📋 Service Design : Define types, security policies, and API contracts upfront 3. 🛠️ Smart Implementation : Choose SQL for data, Python for logic - or combine both 4. ✅ Quality Assurance : Validate, test, lint, and evaluate before deployment 5. 🚨 Production Operations : Monitor drift, track audits, ensure performance Enterprise Features Built-In - 🔒 Security First : OAuth authentication, RBAC, policy enforcement - 📝 Complete Audit Trail : Track every operation for compliance - 🎯 Type Safety : Comprehensive validation across SQL and Python - 🧪 Testing Framework : Unit tests, integration tests, LLM behavior tests - 📈 Performance : Optimized queries, caching strategies, async support - 🔄 Drift Detection : Monitor schema changes across environments - 🔍 OpenTelemetry : Distributed tracing and metrics for production observability 🎯 60-Second Quickstart Experience the power of MXCP in under a minute: Result : You now have a production-ready AI tool API with type safety, validation, audit trails, and policy enforce","default_branch":null,"files":null,"tree":[],"storefront":"/r/raw-labs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/raw-labs/mxcp/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."}