wd041216-bit/cross-validated-search

Zero-cost, privacy-first web search and browsing skill for AI agents. Powered by ddgs, fully compatible with CLI-Anything harness standard.

51
/ 100
Established

Implements evidence-aware claim verification through multi-stage search, full-page reading, and heuristic analysis of supporting vs. conflicting evidence—returning structured verdicts with citation-ready sources and coverage warnings. Exposes four CLI commands (`search-web`, `browse-page`, `verify-claim`, `evidence-report`) alongside MCP and skill interfaces for Gemini, Claude Code, OpenClaw, and Manus, with optional dual-provider setup using self-hosted SearXNG for stronger source diversity.

Available on PyPI.

Maintenance 13 / 25
Adoption 8 / 25
Maturity 18 / 25
Community 12 / 25

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Stars

3

Forks

1

Language

Python

License

MIT

Last pushed

Mar 19, 2026

Monthly downloads

199

Commits (30d)

0

Dependencies

5

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/agents/wd041216-bit/cross-validated-search"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.