A local-first knowledge base for LLM coding agents that indexes repository documentation, concept ontology, and build targets into Qdrant and exposes retrieval as MCP tools (search, get, list sources, reindex).
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[](https://m8ven.ai/mcp/zmij-agent-kb-1og7nq)