Skip to content
LangChain

Makuri Showcase (CogniLedger) for LangChain

io.github.cogniledger/cogniledger-mcp-makuri

Makuri (EU AI tutoring for immigrant children): 11 tools, 2 interactive panels, no user data.

client:LangChain transport:streamable-http tools:11

Install Makuri Showcase (CogniLedger) in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "cogniledger-mcp-makuri": {
            "transport": "streamable_http",
            "url": "https://mcp.cogniledger.eu/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

Makuri Showcase (CogniLedger) in other clients