MemOS-MCP

import uuid from memos.configs.mem_os import MOSConfig from memos.mem_os.main import MOS # init MOS mos_config = MOSConfig.from_json_file("examples/data/config/simple_memos_config.json") memory = MOS(mos_config) # create user user_id = str(uuid.uuid4()) memory.create_user(user_id=user_id) # register cube for user memory.register_mem_cube("examples/data/mem_cube_2", user_id=user_id) # add memory for user memory.add( messages=[ {"role": "user", "content": "I like playing football."}, {"role": "assistant", "content": "I like playing football too."}, ], user_id=user_id, ) # Later, when you want to retrieve memory for user retrieved_memories = memory.search(query="What do you like?", user_id=user_id) # output text_memories: I like playing football, act_memories, para_memories print(f"text_memories: {retrieved_memories['text_mem']}")