yliuai/spomory

Personal AI memory MCP server — extracts what you tell it into a graph of entities and relations, retrieves by walking the graph with personalized PageRank instead of guessing from a similarity score, and uses a GRPO-trained (RL) policy, not hardcoded rules, to decide what to add, update, or forget. Local mode stores memory in an encrypted-at-rest SQLite file; cloud mode is a hosted Postgres-backed endpoint reachable from more than one client. Install from source: `git clone` + `uv pip install -e ".[mcp]"`, then run the `memory-core-mcp` entry point. Transport: `stdio` (local, no auth) or `streamable-http` (cloud; `x-api-key` header or OAuth 2.1). Clients: Claude Desktop, Cursor, Codex CLI, and compatible MCP clients. Apache-2.0. Docs: https://spomory.yliuai.com. Official Registry: `io.github.lyf-wxy/spomory`.

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