Agentmemory MCP Tools

This skill indexes agentmemory's MCP tools. Use the connected server's tool inventory and schemas; a native memory provider may expose a smaller set under different names. Hermes and OpenClaw skills that need the full surface require a separate MCP connection to the running daemon. For Pi and OMP, connect with --with-mcp to enable the broader workflows. Pi exposes MCP names with an mcp__agentmemory__ prefix; OMP exposes MCP operations as xd://mcp__agentmemory_<tool> devices through its write tool.

Quick start

Save then recall:

1. memory_save with content (the insight), concepts (comma-separated keywords), files (comma-separated paths).
2. memory_smart_search with query, limit, and targetLayer: "memory" to retrieve saved knowledge later. Omit targetLayer to also search captured observations. This runs hybrid BM25 plus vector plus graph-expanded search.

Tool families

• Capture: memory_save, memory_compress_file. Automatic observations use native hooks or POST /agentmemory/observe, not an MCP observation tool.
• Retrieve: memory_smart_search, memory_recall, memory_file_history, memory_timeline, memory_vision_search.
• Sessions and commits: memory_sessions, memory_commits, memory_commit_lookup.
• Knowledge and graph: memory_lesson_save, memory_lesson_recall, memory_graph_query, memory_relations, memory_patterns, memory_crystallize.
• Structured slots: memory_slot_create, memory_slot_append, memory_slot_get, memory_slot_list, memory_slot_replace, memory_slot_delete.
• Governance and health: memory_governance_delete, memory_audit, memory_verify, memory_heal, memory_diagnose.

Workflow