Agentmem — AI skill for Claude Code

agentmem

**Machine-wide shared memory for your AI agents.** One read-only MCP server that indexes the session history of every coding/chat agent on your machine and lets any of them search what the *others* already did — decisions, fixes, configs, command flags, lessons — retroactively, locally, with secrets redacted at write time.

Your agents already write their conversations to disk. agentmem reads all of it, normalizes six very different private storage formats into one event index, strips API keys before a single row is committed, and hands the right memory back to whichever agent you're talking to.

deja-vu did this for the Western CLI-agent ecosystem (Claude Code / Codex / Cursor…). agentmem is the same idea **for the Chinese desktop-agent ecosystem** (WorkBuddy / DeepSeek Harness / Kilo / OpenCode), plus two things nobody else ships: **billing-grade token reconciliation** (verified to ±0% against provider invoices) and an **audit gate** (if the redaction audit fails, the server refuses to serve).

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Why

Multi-agent workflows leak memory. You fix a gnarly Unity NavMesh limit in one tool, months later another tool re-solves it from scratch. You configure a relay endpoint in Codex, then Claude Code has to be told again. Every agent forgets what the others learned.

agentmem gives the whole fleet **one searchable memory**, without asking any agent to change how it works:

• Retroactive & zero-injection — no hooks in the agent's hot loop, no per-turn capture calls. It parses existing session files. Install it today and last month's history is searchable on first query.
• Deep parsing, not note-taking — real event streams (user / assistant / tool_call), so an agent can recover exactly which command fixed it, not a summary of a summary.
• Privacy-first, enforced — secrets redacted at write time; a daily full-DB audit asserts zero residue; the MCP server won't start if the audit hasn't passed. Data never leaves your machin