Skip to content
mcp/harbor
LangChain

Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b) for LangChain

com.a2awire/benchmark-freight-bill-review-2026-09-14-6c5a409b

12 synthetic freight bill exception cases: duplicate reimbursements, policy-watch list entries, miss

client:LangChain transport:streamable-http tools:23

Install Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b) in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "benchmark-freight-bill-review-2026-09-14-6c5a409b": {
            "transport": "streamable_http",
            "url": "https://a2awire.com/mcp/benchmarks/freight-bill-review-2026-09-14-6c5a409b/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 — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b) in other clients

Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b) MCP server