Referly MCP Server for LangChainGive LangChain instant access to 12 tools to Create Affiliate, Get Affiliate Details, Get Current User, and more
LangChain is the leading Python framework for composable LLM applications. Connect Referly through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this App Connector for LangChain
The Referly app connector for LangChain is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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({
"referly": {
"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 Referly, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* 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 Referly MCP Server
Connect your Referly (referly.so) account to any AI agent and take full control of your referral marketing and affiliate orchestration through natural conversation. Referly provides a powerful platform for managing partners and conversion tracking, and this integration allows you to retrieve affiliate metadata, trigger custom referral workflows, and monitor program performance directly from your chat interface.
LangChain's ecosystem of 500+ components combines seamlessly with Referly through native MCP adapters. Connect 12 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
- Affiliate & Partner Orchestration — List all managed affiliates and retrieve detailed performance metadata, including creating new partner profiles programmatically.
- Referral & Conversion Intelligence — Track real-time conversion events and attribute sign-ups or sales to specific referral codes directly from the AI interface.
- Workflow & Automation Control — Trigger custom referral workflows and monitor their execution statuses via natural language to keep your growth loops synchronized.
- Coupon & Promo Oversight — Validate discount coupons and list active promo codes to ensure your marketing campaigns are always optimized.
- Operational Monitoring — Access analytics summaries and manage tenant metadata using simple AI commands.
The Referly MCP Server exposes 12 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 Referly tools available for LangChain
When LangChain connects to Referly through Vinkius, your AI agent gets direct access to every tool listed below — spanning referly, referrals, affiliate-marketing, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Requires name and email. Create a new affiliate
Get details for a specific affiliate
Get authenticated user profile
Get referral performance summary
Check workflow execution status
List all affiliates/partners
List all discount coupons
List automation workflows
List all referral events
Track a new referral conversion
Manually trigger a workflow
Validate a discount coupon
Connect Referly to LangChain via MCP
Follow these steps to wire Referly into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Referly MCP Server
LangChain provides unique advantages when paired with Referly through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Referly 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 Referly queries for multi-turn workflows
Referly + LangChain Use Cases
Practical scenarios where LangChain combined with the Referly MCP Server delivers measurable value.
RAG with live data: combine Referly tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Referly, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Referly tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Referly tool call, measure latency, and optimize your agent's performance
Example Prompts for Referly in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Referly immediately.
"List all active affiliates in my Referly account."
"Show me the performance of all active referral programs with conversion rates this month."
"Create a new referral campaign offering $50 credit for each successful customer referral."
Troubleshooting Referly MCP Server with LangChain
Common issues when connecting Referly to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersReferly + LangChain FAQ
Common questions about integrating Referly MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.