Skip to content
mcp/harbor
LangChain

agent recall for LangChain

io.github.goldentrii/agent-recall

Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.

client:LangChain transport:stdio runtime:npm

Install agent recall in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "agent-recall": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "agent-recall-mcp"],
        }
})

tools = await client.get_tools()

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

agent recall in other clients

agent recall MCP server