Provides read-only hybrid RAG search and discovery over a local-first AI knowledge corpus, enabling semantic and keyword search, browse, digest, and status tools.
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process.env. You'll be asked to provide them before it can run.AI_KB_MCP_PRIVATE— Mutation tools (add_channel, sync_now) are not on the public profile. Enable only with =1 (private local profile). Public results cite source_id / source_url, never owner filepaths.[](https://m8ven.ai/mcp/alpha-w0lf-ai-knowledge-base-public-1kvx00)