A fully local, persistent memory layer for AI agents that runs as an MCP stdio server and provides an AI SDK adapter for seamless integration with generateText/streamText agents.
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process.env. You'll be asked to provide them before it can run.DB_PATH— ~/.memkit/memory.dbEDGE_THRESHOLDEDGE_TOP_KEMBEDDING_BACKEND— "": "ollama"MEMKIT_RETRIEVALOLLAMA_BASE_URLOLLAMA_EMBED_DIMENSIONSOLLAMA_EMBED_MODEL— nomic-embed-textOPENAI_API_KEYOPENAI_EMBED_DIMENSIONSOPENAI_EMBED_MODEL— text-embedding-3-smallWINDOW_SIZE[](https://m8ven.ai/mcp/iamanishx-memkit-wd14hh)