agentmemory-mcp-tools

Quick start

1. memory_save

   with

   content

   (the insight),

   concepts

   (comma-separated keywords),

   files

   (comma-separated paths).

2. memory_smart_search

   with

   query

   and

   limit

   to retrieve it later. This runs hybrid BM25 plus vector plus graph-expanded search.

Tool families

• Capture:

  memory_save

  ,

  memory_observe

  flows,

  memory_compress_file

  .
• 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

1. Pick the narrowest tool for the task. Prefer

   memory_smart_search

   for open recall,

   memory_recall

   when you already have a focused query,

   memory_sessions

   for session listings.
2. Look up exact parameter names and which are required in REFERENCE.md before calling.
3. Pass only documented fields. REST handlers whitelist fields and drop unknown ones.

See also

• agentmemory-rest-api for the HTTP equivalents.
• agentmemory-config for tool-visibility and feature flags.
• The user-invocable action skills (remember, recall, recap, handoff, forget) wrap the most common tools.

Reference