How to Use the Betterfly MCP in LangChain
Build multi-step HR and ESG reasoning pipelines by connecting LangChain agents to Betterfly.
Works with every AI agent you already use
…and any MCP-compatible client
Connect Betterfly MCP to LangChain
Create your Vinkius account to connect Betterfly to LangChain and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Query Betterfly metrics inside your LangChain pipeline.
Your agent needs to pull corporate wellness stats before deciding on a new initiative. You drop the Betterfly MCP Server into your LangChain setup. Now, your ReAct agent can call `get_company_metrics` to grab global step counts and active participation rates. The output feeds directly into the next step of your chain. If the numbers look low, the agent automatically triggers `create_challenge` to kick off a new team activity. You track the exact token usage and latency for these calls right in LangSmith.
Automate ESG reporting across multiple systems.
Pulling sustainability data usually means exporting spreadsheets. With this setup, your agent runs `get_impact_stats` to grab the latest social metrics and `list_donations` to see corporate giving. It formats that raw JSON into a readable summary. Because you are working within a chain, you can send that summary straight to a vector store or another API. The agent does the heavy lifting, pulling facts from the MCP Server instead of guessing.
Manage employee wellness rewards programmatically.
HR teams spend hours manually tracking who earned what. You can build an agent that checks `list_activities` to see who hit their fitness goals this month. Once it confirms the target, the agent fires off `assign_reward` to issue the bonus. It can even check `get_user_rewards` to make sure it doesn't double-pay someone. You build the logic once, and the agent handles the execution based on the rules you set.
Set up Betterfly MCP in LangChain
Prerequisites
- Python 3.10+ installed
-
langchain-mcp-adapters+langgraphpackages - Active Vinkius subscription with a valid endpoint token
- 1
Install dependencies
Run
pip install langchain-mcp-adapters langgraph langchain-openai. The MCP adapters package converts MCP tools into native LangChainBaseToolobjects. - 2
Connect via HTTP transport
Use
MultiServerMCPClientwith"transport": "http"pointing to your Vinkius endpoint. Replace[YOUR_TOKEN_HERE]with your token from cloud.vinkius.com. - 3
Create a ReAct agent
Pass the discovered tools to
create_react_agent()from LangGraph. The agent automatically routes Betterfly tool calls through the MCP protocol. - 4
Run with any LLM
Swap
ChatOpenAIforChatAnthropic,ChatGoogleGenerativeAI, or any LangChain-compatible model. The MCP tools work identically across all providers.
from langchain_mcp_adapters.client import MultiServerMCPClient
from langgraph.prebuilt import create_react_agent
from langchain_openai import ChatOpenAI
async with MultiServerMCPClient({
"betterfly-mcp": {
"transport": "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,
)
result = await agent.ainvoke({
"messages": "List recent Betterfly transactions"
})
print(result["messages"][-1].content) Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Betterfly. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
Why Choose Vinkius
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Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.
Built-in savings
60%
lower AI costs
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place for every integration
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Common questions about Betterfly MCP in LangChain
Use it with your favorite AI tools
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Start using the Betterfly MCP today
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