Let AI agents work on huge datasets without transferring them

说明与用途

KeibiDrop 让 AI 代理在不完整传输数据的情况下处理大型数据集，使用加密的直接机器间连接。

问题

AI agents often need to process large datasets, but transferring the entire data over the network is slow, costly, and insecure.

结果

Reading 1 MB from a 256 MB file transmitted only 16.8 MB (6.25 %) over the wire, and a 2,184‑file dataset was listed in 0.53 s after pairing.

工作流

• 1. Install KeibiDrop on both machines.
• 2. Configure a single KeibiDrop entry pointing to the shared folder.
• 3. Pair the machines using a unique code from each side.
• 4. Run kdmcp to expose the shared folder as an MCP server for the AI agent.
• 5. The agent mounts the remote folder as a local path and reads files directly.
• 6. Only the bytes read are transmitted over the network.

证据

1 MB read from the middle of a 256 MB file | 16.8 MB on the wire, 6.25% of the file, content matched

来源

40 MB download cut at 8 MB, then resumed | Finished, checksums matched on both sides

来源