About Preference Memory MCP
Preference Memory MCP is an MCP server in the Data category: local-first MCP server for scoped, reviewable, privacy-conscious preference memory.
Install
git clone https://github.com/efficjump/preference-memory-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (7)
memory_forgetPurges content from live storage only after form elicitation confirmation.
Parameters not published.
memory_getReturns `{found, memory}` for one opaque identifier.
Parameters not published.
memory_observeUses host-controlled sampling to extract strict pending candidates without storing the raw observation.
Parameters not published.
memory_recallReturns active, unexpired memories after scope filtering, conservative local matching, and optional semantic selection.
Parameters not published.
memory_rememberCreates one structured pending candidate without sampling.
Parameters not published.
memory_resolveApproves, rejects, or disputes a memory only after form elicitation confirms the exact change.
Parameters not published.
memory_reviewLists memories by lifecycle state.
Parameters not published.
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