McpLLMServerRAG SystemsDatabasesCode ExecutionlhmpaiPublic-securityFlicense-qualityA FastAPI-based MCP server that enables LLM agents to interact with Ollama models through standardized MCP tools, with optional MySQL and Redis integration for data persistence and caching. Last updated 2025-12-18