Steps to run

1. Install Python Libraries:

pip install -r requirements.txt

2. Create the .env File:

# Add any API keys or secrets here later
FIRECRAWL_API_KEY = ""
OPENAI_API_KEY = ""

3. Launch the Vector Database (Qdrant):

docker run -p 6333:6333 -p 6334:6334 -v $(pwd)/qdrant_storage:/qdrant/storage qdrant/qdrant

4. Run the server:

python3 mcp_server.py

5. To inspect execute:

pnpx @modelcontextprotocol/inspector python3 mcp_server.py