{"repo":"cloudbadal007/ontology-mcp-self-healing","free":true,"listed":false,"github":"https://github.com/cloudbadal007/ontology-mcp-self-healing","clone":"git clone https://github.com/cloudbadal007/ontology-mcp-self-healing.git","description":"Self-healing multi-agent system using ontologies and MCP to automatically adapt when database schemas change","language":"Python","stars":19,"topics":["agents","ai","claude","database","langchain","mcp","ontology","schema-design","self-healing","python"],"license":"MIT","category":"ai-agents","readme_excerpt":"Self-Healing Ontology MCP Agent System A production-ready self-healing multi-agent system that uses ontologies and MCP (Model Context Protocol) to automatically adapt when database schemas change. Overview This system solves a critical problem in modern AI agent deployments: when database schemas change, agent queries break . Instead of manually updating every agent and query, this system: 1. Monitors database schemas continuously 2. Detects schema changes automatically 3. Analyzes changes using Claude AI 4. Heals ontology mappings automatically 5. Reloads MCP tools without downtime The result: agents continue working seamlessly even when databases evolve. Architecture Features - ✅ Automatic Schema Change Detection - SHA-256 hash-based monitoring - ✅ Intelligent Diff Analysis - Detects renames, additions, deletions - ✅ AI-Powered Healing - Uses Claude to update ontology mappings - ✅ MCP Protocol Support - Native Model Context Protocol integration - ✅ Multi-Agent Support - Shared semantic understanding across agents - ✅ Hot Reload - MCP server reloads without downtime - ✅ Audit Logging - Complete JSON audit trail - ✅ Alert Integration - Slack/Teams webhook support - ✅ Production Ready - Docker, tests, error handling Quickstart (< 5 minutes) 1. Install Dependencies 2. Set Up Environment 3. Initialize Database and Ontology 4. Run Quickstart Example You should see: - ✓ MCP Server initialized - ✓ Tools generated from ontology - ✓ Schema monitoring active - ✓ Agent system ready 5. ","default_branch":null,"files":null,"tree":[],"storefront":"/r/cloudbadal007","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cloudbadal007/ontology-mcp-self-healing/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."}