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mcp/harbor
LangChain

Run Memory for LangChain

com.botrecipe/memory

Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.

client:LangChain transport:streamable-http tools:5

Install Run Memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "memory": {
            "transport": "streamable_http",
            "url": "https://memory.cloudforbots.com/mcp",
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

What LangChain can do once it is connected

Run Memory in other clients

Run Memory MCP server