I actually just enhanced my `codescan` project to exceed Serena in some ways

https://github.com/pmarreck/codescan

Essentially zero-install, no MCP, just tell your agent about its CLI, have Ollama running with a particular embeddings model and boom

now I just need to set up Github Actions (ugh) so people can actually download artifacts