extract-capabilities-as-standalone-mcp-tools-outside-pipeline
When deploying a complex pipeline tool (AutoResearchClaw), its most valuable sub-capabilities — citation verification, claim verification, academic literature search (OpenAlex + Semantic Scholar + arXiv) — should be exposed as standalone MCP tools usable by ANY agent, not locked inside the full pipeline flow. This makes the investment compound across the entire Oracle stack rather than only benefiting the paper generation use case.