amem

What it does

amem gives every AI coding tool a shared, persistent memory. Tell Claude something once — corrections, decisions, preferences — and Copilot, Cursor, Windsurf, or any MCP client will recall it in the next session. Everything stays local in SQLite with semantic search (HNSW + FTS5), a typed knowledge graph, temporal validity, and a self-evolving reflection engine. No cloud, no API keys required.

Tools

• memory_store — Store a memory with type, tags, and confidence score; auto-redacts private content and expires contradictions
• memory_recall — Semantic search with compact mode for ~10x token savings; returns ranked results with relevance scores
• memory_detail — Retrieve full content by ID after a compact recall
• memory_context — Load all relevant context for a topic, organized by type with token budgeting
• memory_extract — Batch-save multiple memories from a conversation
• memory_forget — Delete a memory by ID or query
• memory_inject — Surface corrections, decisions, and graph neighbors before coding starts
• memory_patch — Surgical field-level edit with auto-snapshot for rollback
• memory_versions — View full edit history or restore any version
• memory_search — Exact full-text search via FTS5 with compact mode
• memory_since — Temporal query with natural language ranges (7d, 2w, 1h)
• memory_relate — Build a typed knowledge graph between memories
• memory_multi_recall — Multi-strategy search: semantic + FTS5 + graph + temporal with configurable weights
• memory_tier — Move memories between tiers: core (always loaded), working (session-scoped), archival (searchable)
• memory_expire — Mark a memory as no longer valid; preserved for history, excluded from recall
• memory_summarize — Store structured session summary with decisions, corrections, and metrics
• memory_reflect — Self-evolving reflection engine: clusters memories, detects contradictions, identifies synthesis candidates, surfaces knowledge gaps
• reminder_set — Create a reminder with optional deadline and scope
• reminder_check — Show overdue, today, and upcoming reminders
• memory_log — Append raw conversation turns (lossless, append-only)
• memory_export — Export memories as Markdown or JSON
• memory_import — Bulk import from JSON with automatic dedup
• memory_consolidate — Merge duplicates, prune stale, promote frequent, decay idle

Installation

Claude Code (recommended):

/plugin marketplace add amanasmuei/amem
/plugin install amem

Any MCP client (Claude Desktop, Cursor, Windsurf):

{
  "mcpServers": {
    "amem": {
      "command": "npx",
      "args": ["-y", "@aman_asmuei/amem"]
    }
  }
}

GitHub Copilot CLI:

copilot plugin marketplace add amanasmuei/amem
copilot plugin install amem

Supported hosts

Claude Code, GitHub Copilot, Cursor, Windsurf, and any MCP client via stdio.