memory mcp for LangChain
io.github.chenxiaofie/memory-mcp
情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力
client:LangChain
transport:stdio
runtime:pypi
Install memory mcp in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memory-mcp": {
"transport": "stdio",
"command": "uvx",
"args": ["chenxiaofie-memory-mcp"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs