researchclaw-mcp-standalone-tools-pattern-for-capability-extraction
The highest-value AutoResearchClaw capabilities (citation verification, claim verification, academic literature search) should be exposed as standalone MCP tools independent of the full 23-stage pipeline. This allows any Oracle agent — not just the paper factory pipeline — to call researchclaw_verify_citations, researchclaw_verify_claims, and researchclaw_search_literature to enrich everyday intelligence reports. Standalone exposure is the key design pattern for capability extraction.