How to install agentmemory-mcp-tools
npx skills add https://github.com/rohitg00/agentmemory --skill agentmemory-mcp-toolsFull instructions (SKILL.md)
Source of truth, from rohitg00/agentmemory.
name: agentmemory-mcp-tools description: Map of every agentmemory MCP tool, what each does, and its parameters. Use when choosing which memory tool to call, when a tool name or argument is unclear, or when answering what agentmemory can do via MCP. user-invocable: false
agentmemory exposes its full capability set as MCP tools. This skill is the index: it tells you which tool to reach for and where to find exact parameters.
Quick start
Save then recall:
memory_savewithcontent(the insight),concepts(comma-separated keywords),files(comma-separated paths).memory_smart_searchwithqueryandlimitto retrieve it later. This runs hybrid BM25 plus vector plus graph-expanded search.
Tool families
- Capture:
memory_save,memory_observeflows,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
- Pick the narrowest tool for the task. Prefer
memory_smart_searchfor open recall,memory_recallwhen you already have a focused query,memory_sessionsfor session listings. - Look up exact parameter names and which are required in REFERENCE.md before calling.
- 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
Full tool table with parameters and the core-set marking lives in REFERENCE.md, generated from source so it never drifts.
Related skills
More from rohitg00/agentmemory and the wider catalog.
remember
Save an insight, decision, or learning to agentmemory's long-term storage with searchable concept tags. Use when the user says "remember this", "save this", "note that", "don't forget", or wants to preserve knowledge for future sessions.
recall
Search agentmemory for past observations, sessions, and learnings about a topic using hybrid BM25 plus vector plus graph search. Use when the user says "recall", "what did we do about", "did we ever", "have we seen", or needs context from past sessions.
session-history
Show what happened in recent past sessions on this project as a clean timeline. Use when the user asks "what did we do last time", "session history", "past sessions", or wants an overview of previous work.
forget
Delete specific observations from agentmemory after showing them and getting explicit confirmation. Use when the user says "forget this", "delete memory", "remove that note", or wants to scrub specific data for privacy.
recap
Summarize the last N agent sessions for the current project, grouped by date, with highlight observations per session. Use when the user asks "recap", "what have we been doing", "today", "this week", or wants a rollup of recent work.
commit-context
Trace a file, function, or line back to the agent session that produced its current commit. Use when the user asks "why is this code here", "what was the agent doing when this changed", "who wrote this", or wants context on a specific location in the codebase.