Referly MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create Affiliate, Get Affiliate Details, Get Current User, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Referly as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The Referly app connector for LlamaIndex 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 llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Referly. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Referly?"
)
print(response)
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.
LlamaIndex agents combine Referly tool responses with indexed documents for comprehensive, grounded answers. Connect 12 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex
When LlamaIndex 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 LlamaIndex via MCP
Follow these steps to wire Referly into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Referly MCP Server
LlamaIndex provides unique advantages when paired with Referly through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Referly tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Referly tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Referly, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Referly tools were called, what data was returned, and how it influenced the final answer
Referly + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Referly MCP Server delivers measurable value.
Hybrid search: combine Referly real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Referly to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Referly for fresh data
Analytical workflows: chain Referly queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Referly in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting Referly to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpReferly + LlamaIndex FAQ
Common questions about integrating Referly MCP Server with LlamaIndex.