Claude MCP Server for Surfer

[sahil-lalani]

It'd be very cool to interface with Surfer directly in Claude. Because everything is local, the filesystem server can be used for Surfer. However, this is inefficient because Surfer files return large JSON's that are too long for Claude's context window. A local vector database could work for this, as a hypothetical Surfer server could expose a function to vector search over the data from Surfer and can even add in reranking and more advanced semantic search functionality to improve the quality of responses.

[tanmaik]

will look into this

[sahil-lalani]

cool. the local vector db would probably have to be done in python, sqlite-vec could probably be used as the vector db. would also be cool to have the embeddings be local as well.