siftr
Fast, cheap judgment for AI coding agents: semantic search, focused reads and list picking in ~2s. CLI + MCP server on TypeSafe Jev. Benchmarked on SWE-bench.
How it uses Jev
siftr runs on TypeSafe Jev, a decision model: instead of writing text, it answers yes/no questions with a probability. Every siftr tool asks the same kind of question — "is this relevant?" — about many pieces of text at once:
Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README.