CMS.gov Data MCP Server for LangChainGive LangChain instant access to 8 tools to Get Dataset Metadata, Get Doctor By Npi, Get Hospital Ratings, and more

Name: CMS.gov Data
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect CMS.gov Data through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

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The CMS.gov Data MCP Server for LangChain is a standout in the Brain Trust category — giving your AI agent 8 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python

import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "cmsgov-data": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using CMS.gov Data, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About CMS.gov Data MCP Server

Connect to the Centers for Medicare & Medicaid Services (CMS) open data platform and query the US government's most comprehensive healthcare database.

LangChain's ecosystem of 500+ components combines seamlessly with CMS.gov Data through native MCP adapters. Connect 8 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

What you can do

Provider Search — Search 2.4 million+ Medicare-enrolled doctors and clinicians by name, specialty, or location, with NPI numbers and practice addresses
Hospital Intelligence — Query hospital quality star ratings (1-5), types (Acute Care, Critical Access), and emergency services availability across all 50 states
Nursing Home Lookup — Search skilled nursing facilities and long-term care homes with quality ratings and provider details
Open Data Catalog — Browse and retrieve metadata from hundreds of CMS open datasets covering Medicare utilization, prescription drugs, and healthcare spending

The CMS.gov Data MCP Server exposes 8 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 8 CMS.gov Data tools available for LangChain

When LangChain connects to CMS.gov Data through Vinkius, your AI agent gets direct access to every tool listed below — spanning public-health, medicaid, provider-data, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get dataset metadata on CMS.gov Data

Returns the dataset title, full description, publication date, last modification date, and publisher information. Use the dataset ID obtained from list_datasets. Get detailed metadata for a specific CMS dataset

get

Get doctor by npi on CMS.gov Data

Returns the provider's full name, primary and secondary specialties, practice address, city, state, ZIP code, and Medicare enrollment status. NPI is a unique 10-digit number (e.g. "1234567890"). Get detailed provider information by NPI number

get

Get hospital ratings on CMS.gov Data

Filter by US state code (e.g. "CA", "NY", "TX") to see hospitals in that state. Returns overall ratings (1-5 stars), hospital type, and emergency services. Without a state filter, returns top-rated hospitals nationwide. Get hospital quality ratings, optionally by state

list

List datasets on CMS.gov Data

gov. Returns dataset identifiers, titles, descriptions, publication dates, and last-modified timestamps. The CMS data catalog includes datasets on Medicare utilization, hospital quality measures, provider enrollment, prescription drugs, and more. List available CMS open data datasets

Search doctors on CMS.gov Data

Accepts names, specialties, cities, or states. Returns NPI numbers, full names, primary specialty, practice addresses, and Medicare enrollment IDs. The database covers 2.4 million+ active providers across the United States. Search for doctors and clinicians enrolled in Medicare

Search hospitals on CMS.gov Data

Accepts hospital names, cities, or states. Returns provider IDs, hospital names, types (Acute Care, Critical Access, etc.), overall quality ratings (1-5 stars), locations, and emergency services availability. Search for hospitals by name or location

Search nursing homes on CMS.gov Data

Returns facility names, provider IDs, locations, and overall quality ratings. Useful for finding elder care facilities in a specific area. Search nursing homes and long-term care facilities

Search providers by specialty on CMS.gov Data

Examples: "Cardiology", "Internal Medicine", "Orthopedic Surgery", "Family Practice", "Dermatology", "Psychiatry". Returns matching providers with their NPI, name, practice location, and enrollment details. Search for healthcare providers by medical specialty

Connect CMS.gov Data to LangChain via MCP

Follow these steps to wire CMS.gov Data into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 8 tools from CMS.gov Data via MCP

Why Use LangChain with the CMS.gov Data MCP Server

LangChain provides unique advantages when paired with CMS.gov Data through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine CMS.gov Data MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across CMS.gov Data queries for multi-turn workflows

CMS.gov Data + LangChain Use Cases

Practical scenarios where LangChain combined with the CMS.gov Data MCP Server delivers measurable value.

RAG with live data: combine CMS.gov Data tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query CMS.gov Data, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain CMS.gov Data tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every CMS.gov Data tool call, measure latency, and optimize your agent's performance

Example Prompts for CMS.gov Data in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with CMS.gov Data immediately.

"Search for cardiologists in New York using CMS.gov data."

"List top-rated hospitals in California according to CMS data."

"Get details for the provider with NPI 1234567890 from CMS."

Troubleshooting CMS.gov Data MCP Server with LangChain

Common issues when connecting CMS.gov Data to LangChain through Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

CMS.gov Data + LangChain FAQ

Common questions about integrating CMS.gov Data MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.