Semantic-Sift

none★ 1development

A reasoning-first MCP middleware that uses heuristics and Neural BERT models to distil context and eliminate noise

Install

How to run this server

[ { "cmd": "pip install \"semantic-sift[neural]\"", "imports": [] } ]

server path: semantic-sift

Tools

What this server exposes

sift_onboard

Onboard a project by writing IDE hooks and opencode.json configuration

sift_warmup

Warm up the model to avoid first-call latency

sift_read_file

Read and distill a file into high-density context

sift_logs

Distill technical logs into compressed, high-signal context

sift_chat

Distill chat histories into concise, relevant context

sift_rank

Rank and filter content by relevance or signal-to-noise ratio

Configuration

Environment & auth

authnone

envSIFT_TELEMETRY_URL

Resources