Accounts Payable — Record Audit — Verdant Springs Services Group (16725bbb) for LangChain

com.a2awire/benchmark-record-audit-2026-09-21-16725bbb

12 synthetic record exception cases: duplicate payments, policy-watch list entries, missing rate con

client:LangChain transport:streamable-http tools:23

Install Accounts Payable — Record Audit — Verdant Springs Services Group (16725bbb) in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "benchmark-record-audit-2026-09-21-16725bbb": {
            "transport": "streamable_http",
            "url": "https://a2awire.com/mcp/benchmarks/record-audit-2026-09-21-16725bbb/http",
        }
})

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

Accounts Payable — Record Audit — Verdant Springs Services Group (16725bbb) in other clients

Accounts Payable — Record Audit — Verdant Springs Services Group (16725bbb) MCP server