Agent-agnostic persistent memory as an MCP Server — local-first: memories travel with your project in .aamm/, shared across Claude Code / Qoder / Cursor.
AI Agent Memory MCP Server is an MCP project maintained in the xiangzi1126/ai-agent-memory-mcp repository. The maintainer describes its purpose as “Agent-agnostic persistent memory as an MCP Server — local-first: memories travel with your project in .aamm/, shared across Claude Code / Qoder / Cursor”. Read the project documentation for the complete scope.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| remember | title, content, category, tags?, scope?) — store (three-way sync, auto-embed) |
| recall | query, category?, top_k=5) — fused retrieval (vector + keyword + title match) |
| get_memory | id) — get one |
| search_memories | category?, tag?, agent?) — structured filter |
| update_memory | id, ...) — update (re-embed + refresh md) |
| forget | id) — delete (three-way sync) |
| list_memories | category?) — list |
| who_am_i | ) — current agent + project context |
| journal_entry | question, answer_summary, key_points?, open_question?, session_id?) — log a timeline entry |
| search_journal | query, date_from?, date_to?, agent?, limit=10) — fallback search over journals |
| setup_profile | user_name) — set the user name (shown in journals) |
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Symbol-level code navigation, refactoring and memory for coding agents — the IDE brain your assistant has been missing.
Stop letting your assistant hallucinate n8n node parameters — this server hands it the real schemas, templates and validation.
Chat with your second brain — search, read and write vault notes through the Local REST API.
Enables AI assistants to securely interact with Azure DevOps through a standardized protocol.