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mcp/harbor
LangChain

Model Ledger for LangChain

io.github.block/model-ledger

Model inventory and governance: trace deployed models and their dependencies as an append-only log

client:LangChain transport:stdio runtime:pypi

Install Model Ledger in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "model-ledger": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["model-ledger"],
        }
})

tools = await client.get_tools()

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

Model Ledger in other clients

Model Ledger MCP server