AI research-to-manuscript workflow for academic writing: literature search, source verification, research wiki, argument trees, outlines, drafts, reviews, citations, DOCX export, and thesis-destroyer workflow automation.

World Bank data assistant for investigative journalists — ask questions, get cited tables and methodological notes from real World Bank APIs, with built-in anti-hallucination guardrails

Clinician-built benchmark and live leaderboard for medical AI safety evaluation.

MCP server for source-grounded web research — search, fetch, extract, and verify that a claim is actually supported by its source.

StormGrill is an open-source dual-protocol orchestrator that pairs verified multi-agent research (Storm) with real-time adversarial interrogation (Grill) to help decision-makers stress-test strategic decisions against facts, not intuition. Make bad strategic decisions expensive to make.

Fact Verification MCP — verify claims with cross-referenced sources + MINT provenance. FoundryNet Data Network.

Canonical source registry with Bradbury-backed review trails.

Structural framing analysis as an MCP server with deterministic detection. The caller's agent runs the judge, so Frame Check bears zero LLM cost per query.

台灣在地化 Claude Code journalism skills：政資法、查核、OSINT、AI 味清理、編務、資料新聞與投稿 pitch。