ZMem documentation

Build reliable memory into AI agents.

Learn how to install ZMem, connect agent tools, manage memory across sessions, inspect provenance, hand off work, and measure retrieval quality.

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8core guides
MCPagent ready
Localproof-first

Install and Connect

Bootstrap ZMem locally, verify readiness, and connect Codex, Claude Code, Cursor, OpenClaw, Hermes, or a generic MCP client.

Build With ZMem

Use the CLI, MCP server, receipts, local store, and handoff artifacts inside tools, agents, and product workflows.

Operate Memory

Understand lifecycle states, queue review, promotion, revocation, restore, and handoff across projects and sessions.

Prove and Benchmark

Trace what memory influenced an answer, package evidence, and compare retrieval quality with reproducible benchmark runs.