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Mycelium gives all of a company's AI agents one shared memory graph

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Mycelium is a shared context graph built on FalkorDB that links every AI agent in an organization. It lets agents recall fixes that teammates found in other projects, and it skips solutions that were later superseded because they failed. Agents can also see which colleagues are working on related components right now and get warned when a dependency they rely on changes. The project plugs into Claude Code through MCP and hooks, and was built for the Graph Hacks hackathon. On the team's benchmark, plain vector search returned a broken superseded fix on all 12 stale-fix queries, while Mycelium returned none.

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