Personal MCP

Key features

• Local priority, optional APIUse local @xenova/transformers (multilingual MiniLM, 384 D, zero cloud dependent); also switch to OpenAI compatible embedded in API (EMORY EMBED PROVIDER=api, no downloading of local models, see below).
• Data root engagement (most important): memory/ directory stored under server process CWD.
• If Internet access is blocked (often in-country/separated networks), automatic downloads fail by TypeError: fitch failed, and the server returns keyword retrieval (recalling significantly lower quality).
• Embedding mode"transformers" ⁇ local MiniLM syntax mode is normal.
• Layer backtraceAutomatically fill out the day summary (L2) and theme profile (L3) when hit in the L1.