---
title: AI Solutions for Payments
slug: ai
sidebar_label: Overview
excerpt: ' Build AI-powered payment workflows with Pine Labs Online — MCP Server, Agent   Toolkit, and P3P for AI-native commerce.'
hidden: false
sidebar_order: 1
metadata:
  title: 'AI Payment Solutions — MCP, Agents & n8n | Pine Labs'
  description: >-
    Build AI-powered payment integrations with Pine Labs: hosted MCP Server,
    Agent Enablement Toolkit (LangChain, OpenAI, Vercel AI) and n8n nodes.
  keywords: ' AI payments, MCP server, agent toolkit, P3P, LangChain payments, AI     payment integration, Pine Labs AI'
  robots: 'index,follow'
---

Pine Labs Online AI Solutions is a complete suite of tools that let you bring AI agents, LLMs, and low-code automation into your payment stack. Build conversational commerce flows, automate operations, and accelerate integrations — without writing wrappers around the API.

## What you can build

Pine Labs gives you production-ready entry points for AI-native payments. Pick the one that matches your stack and ship faster.

<CardGrid columns="2">
  <Card
    title="MCP Server for API Execution"
    description="Hosted Model Context Protocol server. Plug Claude, Cursor, VS Code Copilot, or any MCP client into Pine Labs APIs through natural language."
    href="ai/mcp-server"
    icon="server"
  />
<Card
    title="Pine Labs Payments Protocol"
    description="HTTP-native protocol for autonomous AI agents to pay APIs. Built on 402 Payment Required."
    href="ai/p3p"
    icon="workflow"
  />
  <Card
    title="Agent Enablement Toolkit"
    description="Build AI agents with LangChain, OpenAI Agents SDK, and Vercel AI SDK. Pre-built tools for orders, refunds, and payments via function calling."
    href="ai/agent-enablement-toolkit"
    icon="bot"
  />
  <Card
    title="Agentic Commerce Suite"
    description="Explore how AI-powered conversations are transforming digital payments with Agentic Commerce."
    href="ai/agentic-commerce"
    icon="workflow"
  />



</CardGrid>

## Why AI-native payments

<div className="not-prose grid grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-4 my-6">
  <div className="card-grid-item">
    <div className="inline-flex items-center justify-center w-10 h-10 rounded-lg bg-[#D0F6E5]/60 mb-3">
      <svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="#003434" strokeWidth="1.8" strokeLinecap="round" strokeLinejoin="round"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"/></svg>
    </div>
    <h3>Natural-language operations</h3>
    <p>Query, test, and execute payment APIs by talking to your AI assistant — no Postman, no manual auth.</p>
  </div>
  <div className="card-grid-item">
    <div className="inline-flex items-center justify-center w-10 h-10 rounded-lg bg-[#D0F6E5]/60 mb-3">
      <svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="#003434" strokeWidth="1.8" strokeLinecap="round" strokeLinejoin="round"><path d="M4.5 16.5c-1.5 1.26-2 5-2 5s3.74-.5 5-2c.71-.84.7-2.13-.09-2.91a2.18 2.18 0 0 0-2.91-.09z"/><path d="M12 15l-3-3a22 22 0 0 1 2-3.95A12.88 12.88 0 0 1 22 2c0 2.72-.78 7.5-6 11a22.35 22.35 0 0 1-4 2z"/><path d="M9 12H4s.55-3.03 2-4c1.62-1.08 5 0 5 0"/><path d="M12 15v5s3.03-.55 4-2c1.08-1.62 0-5 0-5"/></svg>
    </div>
    <h3>Faster integration</h3>
    <p>Skip boilerplate. Generate working code for Cards, UPI, NetBanking, Wallets, and EMI flows in minutes.</p>
  </div>
  <div className="card-grid-item">
    <div className="inline-flex items-center justify-center w-10 h-10 rounded-lg bg-[#D0F6E5]/60 mb-3">
      <svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="#003434" strokeWidth="1.8" strokeLinecap="round" strokeLinejoin="round"><line x1="18" y1="20" x2="18" y2="10"/><line x1="12" y1="20" x2="12" y2="4"/><line x1="6" y1="20" x2="6" y2="14"/></svg>
    </div>
    <h3>Real-time visibility</h3>
    <p>Live access to order, refund, and transaction data for support, reconciliation, and incident response.</p>
  </div>
  <div className="card-grid-item">
    <div className="inline-flex items-center justify-center w-10 h-10 rounded-lg bg-[#D0F6E5]/60 mb-3">
      <svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="#003434" strokeWidth="1.8" strokeLinecap="round" strokeLinejoin="round"><path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/><polyline points="9 12 11 14 15 10"/></svg>
    </div>
    <h3>Secure by design</h3>
    <p>Per-request credentials, PII masking, and standard security headers. Nothing persisted on the MCP layer.</p>
  </div>
</div>



## Choose your path

| Your goal | Recommended tool | Best for |
| :--- | :--- | :--- |
| Talk to Pine Labs APIs from Claude, Cursor, or VS Code | [MCP Server](ai/mcp-server) | Developers, support, ops teams |
| Build a payment agent inside your app | [Agent Toolkit](ai/agent-enablement-toolkit) | Engineers using LangChain / OpenAI / Vercel AI SDK |
| HTTP-native agent payments | [P3P](ai/p3p) | Autonomous AI agents that need to pay |

<Callout type="tip" title="New here?">
Start with the [MCP Server](ai/mcp-server) if you want the fastest way to interact with Pine Labs APIs. It is fully hosted — no infrastructure to deploy.
</Callout>

## Prerequisites

To use any AI Solution, you need:

1. An active **Pine Labs Online merchant account** — [sign up](https://dashboardv2.pluralonline.com/signup).
2. **API credentials** (`Client ID` and `Client Secret`) generated from the [Pine Labs Dashboard](https://dashboardv2.pluralonline.com/login).
3. **Node.js 18+** for the Agent Toolkit; **Node.js 22+** for the hosted MCP Server.

## Next steps

- Set up the [MCP Server](ai/mcp-server) and connect it to your AI client.
- Explore the [Agent Toolkit](ai/agent-enablement-toolkit) to embed payments inside an AI agent.
- Learn about [P3P](ai/p3p) — the HTTP-native protocol for autonomous AI agent payments.