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LangChain

Research Vault (research decoy) for LangChain

io.github.alemaiorano/research-vault

Owned MCP research honeypot: synthetic decoy data with canary markers; digest-only logging.

client:LangChain transport:streamable-http tools:6

Install Research Vault (research decoy) in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "research-vault": {
            "transport": "streamable_http",
            "url": "https://34.134.225.250.sslip.io/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

Research Vault (research decoy) in other clients