MCP server comes with the full blown framework. API call to sam to download db, attachments downloaded and RAG'ed with Elasticsearch all done automatically for your chat bot of choice. Currently open claude or codex in the project directory and just ask for it to build your profile tell it theres instructions on enabling it in the MCP.
Or install with pip: pip install sw-sam.gov-auto-searcher
README Excerpt
Local tools for finding, filtering, and researching public SAM.gov technical-services opportunities. This project keeps a fast local mirror of SAM.gov opportunity data, stores public solicitation documents in a searchable evidence index, and exposes the workflow to AI clients through a Dockerized MCP server.