How can I search for a specific promoter using the agent?

You can use the 'list_promoters' tool and provide a search term in the 'q' parameter. This can be the promoter's name, email, or referral ID. The agent will return matching profiles.

Can I manually award a commission to an affiliate?

Yes! The 'create_reward' tool allows you to manually create a reward for a specific promoter by providing their ID and the amount in cents.

Is it possible to see which campaigns are performing best?

Absolutely. Use the 'get_campaign_report' tool to retrieve aggregate performance metrics across all your active campaigns, including referral counts and revenue generated.

FirstPromoter MCP Server for LlamaIndex 12 tools — connect in under 2 minutes

Name: FirstPromoter
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 12 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add FirstPromoter as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

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python

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 FirstPromoter. "
            "You have 12 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in FirstPromoter?"
    )
    print(response)

asyncio.run(main())

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About FirstPromoter MCP Server

Connect your FirstPromoter account to any AI agent and automate your affiliate and referral marketing operations through the Model Context Protocol (MCP). FirstPromoter is the all-in-one platform for SaaS companies to launch and manage affiliate, referral, and influencer programs. Now, you can manage your promoters and track conversions directly through natural conversation.

LlamaIndex agents combine FirstPromoter 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

Promoter Management — List all affiliates, fetch detailed performance metrics, and create new promoter profiles instantly.
Referral Tracking — Monitor incoming leads and conversions to see which promoters are driving the most value.
Reward Processing — List all rewards and commissions, and manually create new rewards for specific promoters.
Campaign Insights — Access all your affiliate campaigns and fetch aggregate performance reports to optimize your strategy.
Performance Reporting — Retrieve detailed reports for promoters and campaigns, including revenue and conversion data.
Payout Statistics — Get a high-level overview of your payout statuses, including total paid and pending amounts.
Real-time Monitoring — Fetch specific lead or conversion details to keep your marketing and finance teams aligned.

The FirstPromoter 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 FirstPromoter to LlamaIndex via MCP

Follow these steps to integrate the FirstPromoter 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 FirstPromoter

Why Use LlamaIndex with the FirstPromoter MCP Server

LlamaIndex provides unique advantages when paired with FirstPromoter through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine FirstPromoter tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain FirstPromoter tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query FirstPromoter, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what FirstPromoter tools were called, what data was returned, and how it influenced the final answer

FirstPromoter + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the FirstPromoter MCP Server delivers measurable value.

Hybrid search: combine FirstPromoter real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query FirstPromoter 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 FirstPromoter for fresh data

Analytical workflows: chain FirstPromoter queries with LlamaIndex's data connectors to build multi-source analytical reports

FirstPromoter MCP Tools for LlamaIndex (12)

These 12 tools become available when you connect FirstPromoter to LlamaIndex via MCP:

create_promoter

Create a new promoter

create_reward

Create a new reward

get_campaign_report

Get campaign performance report

get_lead

Get lead details

get_payout_stats

Get payout statistics

get_promoter

Get promoter details

get_promoter_report

Get promoter performance report

list_campaigns

List affiliate campaigns

list_conversions

List all conversions

list_leads

List all leads

list_promoters

List all promoters

list_rewards

List rewards

Example Prompts for FirstPromoter in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with FirstPromoter immediately.

"List my top 10 promoters by revenue."

"Show me the payout stats for this month."

"Create a new reward of $50.00 for promoter ID 'prom_456'."

Troubleshooting FirstPromoter MCP Server with LlamaIndex

Common issues when connecting FirstPromoter to LlamaIndex through the Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

FirstPromoter + LlamaIndex FAQ

Common questions about integrating FirstPromoter MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query FirstPromoter tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.