Stripe Legacy MCP Server for LlamaIndexGive LlamaIndex instant access to 11 tools to Create Charge, Create Customer, Create Refund, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Stripe Legacy 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 Stripe Legacy app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 11 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 Stripe Legacy. "
"You have 11 tools available."
),
)
response = await agent.run(
"What tools are available in Stripe Legacy?"
)
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 Stripe Legacy MCP Server
Connect your Stripe account to any AI agent to automate your basic payment processing and customer management. This integration provides a streamlined interface for the core Stripe v1 API, allowing you to monitor charges, create payment tokens, and track account balances through natural conversation.
LlamaIndex agents combine Stripe Legacy tool responses with indexed documents for comprehensive, grounded answers. Connect 11 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
- Payment Orchestration — List recent charges and retrieve detailed metadata for specific transactions programmatically.
- Customer Management — Access and monitor your customer database to keep your client records synchronized directly from the AI interface.
- Charge Lifecycle Control — Create new charges and manage payment tokens using simple AI commands to facilitate transactions.
- Financial Monitoring — Retrieve your real-time Stripe account balance to ensure your business liquidity is always visible.
- Operational Oversight — Get instant summaries of recent payment activity and customer metadata via natural language.
The Stripe Legacy MCP Server exposes 11 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 11 Stripe Legacy tools available for LlamaIndex
When LlamaIndex connects to Stripe Legacy through Vinkius, your AI agent gets direct access to every tool listed below — spanning payment-gateway, transaction-management, financial-data, 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.
Pass data as a JSON string. Create a new charge
Create a new Stripe customer
Create a refund for a charge
Pass data as a JSON string. Create a single-use token
Check account balance
Get charge details
Get details for a specific customer
List all Stripe charges
List all Stripe customers
List all invoices
List all active subscriptions
Connect Stripe Legacy to LlamaIndex via MCP
Follow these steps to wire Stripe Legacy 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 Stripe Legacy MCP Server
LlamaIndex provides unique advantages when paired with Stripe Legacy through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Stripe Legacy tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Stripe Legacy tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Stripe Legacy, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Stripe Legacy tools were called, what data was returned, and how it influenced the final answer
Stripe Legacy + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Stripe Legacy MCP Server delivers measurable value.
Hybrid search: combine Stripe Legacy real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Stripe Legacy 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 Stripe Legacy for fresh data
Analytical workflows: chain Stripe Legacy queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Stripe Legacy in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Stripe Legacy immediately.
"Check my current Stripe account balance."
"Show me all charges from the past 24 hours with their status and customer details."
"Get the current account balance and recent payout schedule."
Troubleshooting Stripe Legacy MCP Server with LlamaIndex
Common issues when connecting Stripe Legacy to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpStripe Legacy + LlamaIndex FAQ
Common questions about integrating Stripe Legacy MCP Server with LlamaIndex.