Dynamic RAG-powered skills for code assistants via Model Context Protocol
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# mcp-skillset [](https://badge.fury.io/py/mcp-skillset) [](https://pypi.org/project/mcp-skillset/) [](https://opensource.org/licenses/MIT) [](https://github.com/bobmatnyc/mcp-skillset) **Dynamic RAG-powered skills for code assistants via Model Context Protocol (MCP)** mcp-skillset is a standalone Python application that provides intelligent, context-aware skills to code assistants through hybrid RAG (vector + knowledge graph). Unlike static skills that load at startup, mcp-skillset enables runtime skill discovery, automatic recommendations based on your project's toolchain, and dynamic loading optimized for your workflow. ## Key Features - **🚀 Zero Config**: `mcp-skillset setup` handles everything automatically - **🧠 Intelligent**: Auto-detects your project's toolchain (Python, TypeScript, Rust, Go, etc.) - **🔍 Dynamic Discovery**: Vector similarity + knowledge graph for better skill finding - **📦 Multi-Source**: Pulls skills from multiple git repositories - **⚡ On-Demand Loading**: Skills loaded when needed, not all at startup - **🔌 MCP Native**: First-class Model Context Protocol integration - **🔒 Security First**: Multi-layer defense against prompt injection and malicious skills - **🌐 agentskills.io Compatible**: Supports both native and [agentskills.io](https://agentskills.io) specification formats ## Security MCP Skillset implements comprehensive security validation to protect against malicious skills from public repositories. ### Security Features - **🛡️ Prompt Injection Detection**: Automatic detection of instruction override attempts, role hijacking, and context escape - **🔍 Threat Classification**: Multi-level threat detection (BLOCKED, DANGEROUS, SUSPICIOUS) - **🏷️ Repos…
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