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Agent Builder

A Go-based MCP agent builder that provides a complete orchestration system for AI agents with markdown document management, semantic search, and GitHub integration. The implementation features a planner service for document CRUD operations with diff patching capabilities, a memory service using Graphiti knowledge graphs for context management, and a main agent orchestrator that coordinates between multiple LLM providers (OpenAI, Anthropic, AWS Bedrock, OpenRouter) with tool execution, conversation management, and workflow automation. Built with Docker containerization and includes a React frontend for interactive agent management, making it useful for developers building AI-powered document processing and automation workflows.