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LangChain

Epistemic Integrity Framework (EIF) for LangChain

io.github.leocelis/eif

Runtime gate for AI agent claims. Catches sycophantic drift, circular self-validation, causal errors

client:LangChain transport:sse

Install Epistemic Integrity Framework (EIF) in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "eif": {
            "transport": "streamable_http",
            "url": "https://eif.leocelis.com/sse",
        }
})

tools = await client.get_tools()

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

Epistemic Integrity Framework (EIF) in other clients