agentmemory-mcp-tools

Agent Skills › rohitg00/agentmemory › agentmemory-mcp-tools

agentmemory-mcp-tools

GitHub

提供 agentmemory MCP 工具的索引，指导选择工具及参数。涵盖捕获、检索、会话、知识图谱、结构化槽位及治理健康等工具族，并说明通过 REFERENCE.md 获取精确参数的流程。

plugin/skills/agentmemory-mcp-tools/SKILL.md rohitg00/agentmemory

Trigger Scenarios

需要调用 agentmemory MCP 工具时不确定具体使用哪个记忆工具或参数含义时查询 agentmemory 的 MCP 功能范围时

Install

npx skills add rohitg00/agentmemory --skill agentmemory-mcp-tools -g -y

More Options

Non-standard path

npx skills add https://github.com/rohitg00/agentmemory/tree/main/plugin/skills/agentmemory-mcp-tools -g -y

Use without installing

npx skills use rohitg00/agentmemory@agentmemory-mcp-tools

指定 Agent (Claude Code)

npx skills add rohitg00/agentmemory --skill agentmemory-mcp-tools -a claude-code -g -y

安装 repo 全部 skill

npx skills add rohitg00/agentmemory --all -g -y

预览 repo 内 skill

npx skills add rohitg00/agentmemory --list

SKILL.md

Frontmatter

{
    "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_save with content (the insight), concepts (comma-separated keywords), files (comma-separated paths).
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

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.
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.