LangChain

GAIP Witness Agent for LangChain

io.github.tjcgraham-rgb/gaip-witness

Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.

client:LangChain transport:streamable-http tools:20

Install GAIP Witness Agent in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "gaip-witness": {
            "transport": "streamable_http",
            "url": "https://www.gaipagents.com/mcp/agents/witness",
        }
})

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

GAIP Witness Agent in other clients

GAIP Witness Agent MCP server