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GapForge ecosystem

Product home: https://github.com/LordKay-sudo/gapforge

Repository Role
gapforge Graph + GapForge API/UI + Flurizan case study
bioinsight-graph Upstream disease–target graph platform (shared lineage)
kg-rag-demo Citation-grounded literature / ClinicalTrials RAG + PeerLens filter
embabel-mcp MCP tools + research_program_gaps agent
peerlens Paper quality signals (retraction / concern gate)

Local layout

OSS/
  gapforge/          # clone this first
  bioinsight-graph/  # optional sibling
  kg-rag-demo/
  embabel-mcp/
  peerlens/

Default ports

Service Port
GapForge web 8080
GapForge API 8000
Neo4j 7474 / 7687
kg-rag web / API 8081 / 8001
kg-rag Neo4j 7475 / 7688
embabel-mcp SSE 1337

Safety

See GAPFORGE.md and HUMAN_IN_THE_LOOP.md.