MCP Server

agent-memory

io.github.lazymac2x/agent-memory
MCP & Agent Infrastructure Public & reachable MCP 2026-07-28

What this MCP does

Stores, retrieves, searches, and deletes persistent memories for AI agents across sessions.

clear_namespace
Delete all memories in a namespace.
Input schema
{'type': 'object', 'required': ['namespace'], 'properties': {'namespace': {'type': 'string', 'description': 'Namespace to clear'}}}
delete_memory
Delete a specific memory by ID.
Input schema
{'type': 'object', 'required': ['id'], 'properties': {'id': {'type': 'string', 'description': 'Memory ID'}}}
get_memory
Retrieve a specific memory by ID.
Input schema
{'type': 'object', 'required': ['id'], 'properties': {'id': {'type': 'string', 'description': 'Memory ID'}}}
search_memories
Search memories by namespace with optional text query.
Input schema
{'type': 'object', 'required': ['namespace'], 'properties': {'q': {'type': 'string', 'description': 'Optional search query (substring match)'}, 'limit': {'type': 'number', 'description': 'Max results to return (default 50, max 200)'}, 'namespace': {'type': 'string', 'description': 'Namespace to search in'}}}
store_memory
Store a memory for an AI agent. Persists across sessions.
Input schema
{'type': 'object', 'required': ['namespace', 'content'], 'properties': {'ttl': {'type': 'number', 'description': 'Optional TTL in seconds'}, 'content': {'type': 'string', 'description': 'Memory content to store'}, 'metadata': {'type': 'object', 'description': 'Optional metadata key-value pairs'}, 'namespace': {'type': 'string', 'description': 'Namespace to group memories (e.g. agent name)'}}}
Added
clear_namespace
Sept. 17, 2026, 12:43 p.m.
Added
delete_memory
Sept. 17, 2026, 12:43 p.m.
Added
get_memory
Sept. 17, 2026, 12:43 p.m.
Added
search_memories
Sept. 17, 2026, 12:43 p.m.
Added
store_memory
Sept. 17, 2026, 12:43 p.m.