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LangChain

Healthcare Revenue Cycle — Coded Claim Audit — Fenwick & Rowe Services Group (a7b04acd) for LangChain

com.a2awire/benchmark-coded-claim-audit-2026-09-14-a7b04acd

12 synthetic coded claim exception cases: duplicate payments, policy-watch list entries, missing doc

client:LangChain transport:streamable-http tools:23

Install Healthcare Revenue Cycle — Coded Claim Audit — Fenwick & Rowe Services Group (a7b04acd) in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "benchmark-coded-claim-audit-2026-09-14-a7b04acd": {
            "transport": "streamable_http",
            "url": "https://a2awire.com/mcp/benchmarks/coded-claim-audit-2026-09-14-a7b04acd/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

Healthcare Revenue Cycle — Coded Claim Audit — Fenwick & Rowe Services Group (a7b04acd) in other clients

Healthcare Revenue Cycle — Coded Claim Audit — Fenwick & Rowe Services Group (a7b04acd) MCP server