lcbcFoo/heimdall-mcp-server ? reverse-engineered prompt

Build me a Python 3.11 tool called Heimdall that gives my coding assistant long term memory for a project. I want it to run as an MCP server, with a simple command line app to set up a project, load docs and code knowledge, and let the assistant remember and recall useful things across chats.

It should keep each project’s memory separate, use Qdrant for vector storage, and store metadata in SQLite if needed. I want a smooth first time setup that can start the database, create the project config, download anything required, and help me add git hooks so memories update after commits. It should also be able to watch a docs folder and load changes automatically, plus support manual loading and loading git history.

Make it feel polished and practical, with clear commands, good defaults, and helpful messages. If you need to look up current docs online, do that.