What it is
Omni Scraper is an integration and orchestration layer that gives agents one local MCP server to collect public and explicitly authorized data, normalize records into a NormalizedDocument schema, run the vendored Last30Days research engine, and discover upstream provider tools dynamically.
How it uses Jev
The README lists evaluate_jev as a central MCP tool and a TypeSafe Jev evaluation pipeline, and shows a CLI run with --jev-preset market_opportunity_scanner. It does not specify which typed questions Jev answers, what state is passed, or how the returned probabilities are consumed in code.
Technique worth stealing
Keep agent context small by exposing a curated MCP tool set plus on-demand provider passthrough.
Try it
uv run python cli.py run --query "AI agents" --sources hackernews,github,arxiv,techmeme,rss --jev-preset market_opportunity_scanner
Evidence
Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.
- Jev-centricno0.10
- Shows a System One patternno0.19
- Handles uncertaintyno0.04
- Measuredno0.04
- Runnableyes0.94
- Worth recommendingno0.19
- Model replicano0.09
- Problem scopescore on a 0–2 scale1.12
- About Jevyes0.91
Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.