CasperAI – A local MCP server for cross-platform engineering context
It builds a local 'context lake' (SQLite + FTS5) that stitches Slack threads, PRs, tickets and docs to precise code locations so queries like "Why did the payment service deploy fail last week?" return linked commits, messages and files. The local-first approach is a sensible privacy + reliability choice and the bi-directional linking of mentions to file:line is the clearest practical win here. That said, the idea sits in a crowded space—quality of connectors and ranking will determine whether this is indispensable or just another repo-chat tool.