Goaffpro MCP Server for LlamaIndex 12 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Goaffpro as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
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 Goaffpro. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Goaffpro?"
)
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 Goaffpro MCP Server
Connect your Goaffpro admin account to any AI agent to automate your affiliate marketing and referral program management through the Model Context Protocol (MCP). Goaffpro is a leading affiliate marketing solution that helps Shopify and e-commerce merchants grow their sales through referrals. This MCP server enables you to retrieve affiliate records, track referral orders, manage commissions, and monitor payouts directly through natural conversation.
LlamaIndex agents combine Goaffpro 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.
Key Features
- Affiliate Oversight — List all affiliates in your program, retrieve detailed profile metadata including stats, and programmatically register new affiliates.
- Referral Tracking — Access and list all orders attributed to affiliates to understand which partners are driving the most sales.
- Commission Management — Retrieve a log of all earned commissions, filtered by status (pending, paid, rejected) to keep your records accurate.
- Payout Monitoring — Access a complete list of payments made to affiliates to ensure transparency and timely distributions.
- Custom Rewards — Grant custom bonuses or signup rewards to specific affiliates directly from your chat interface.
- Affiliate Analytics — Identify your top-performing affiliates and track their lifetime earnings via simple AI commands.
- Real-time Synchronization — Keep your referral and affiliate data accessible to your AI assistant without leaving your primary workspace.
The Goaffpro 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.
How to Connect Goaffpro to LlamaIndex via MCP
Follow these steps to integrate the Goaffpro MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 12 tools from Goaffpro
Why Use LlamaIndex with the Goaffpro MCP Server
LlamaIndex provides unique advantages when paired with Goaffpro through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Goaffpro tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Goaffpro tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Goaffpro, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Goaffpro tools were called, what data was returned, and how it influenced the final answer
Goaffpro + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Goaffpro MCP Server delivers measurable value.
Hybrid search: combine Goaffpro real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Goaffpro 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 Goaffpro for fresh data
Analytical workflows: chain Goaffpro queries with LlamaIndex's data connectors to build multi-source analytical reports
Goaffpro MCP Tools for LlamaIndex (12)
These 12 tools become available when you connect Goaffpro to LlamaIndex via MCP:
find_affiliate_by_email
Search by email
get_affiliate_details
Get affiliate metadata
get_program_details
Get program identity
grant_affiliate_reward
g. signup bonus). Issue bonus reward
list_affiliate_payouts
List payout history
list_affiliate_webhooks
List webhook configs
list_earned_commissions
List commission events
list_program_affiliates
List all affiliates
list_referral_orders
List referral sales
list_top_performers
List top affiliates
register_new_affiliate
Add new affiliate
verify_api_connection
Check connection
Example Prompts for Goaffpro in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Goaffpro immediately.
"List all active affiliates in my program."
"Show me the referral orders for affiliate ID '987'."
"Grant a $10 bonus to affiliate 'jane@example.com'."
Troubleshooting Goaffpro MCP Server with LlamaIndex
Common issues when connecting Goaffpro to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpGoaffpro + LlamaIndex FAQ
Common questions about integrating Goaffpro MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Goaffpro with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Goaffpro to LlamaIndex
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.