Context Portal

Database-backed project memory management system that stores decisions, progress tracking, and system patterns in a queryable knowledge graph with vector embeddings for semantic search and comprehensive import/export functionality.

Context Portal (ConPort) is a database-backed MCP server developed by GreatScottyMac that provides structured project memory management for AI assistants. Built with Python/FastAPI and SQLite, it stores project decisions, progress tracking, system patterns, and custom data in a queryable knowledge graph with vector embeddings for semantic search. The implementation supports multi-workspace environments, automatic database creation, full-text search capabilities, and comprehensive import/export functionality, making it ideal for teams wanting to replace file-based context management with a robust RAG-enabled backend that maintains project history and relationships between different types of project artifacts.