BlueSnap MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add BlueSnap 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 MCP SERVER
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 BlueSnap. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in BlueSnap?"
)
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 BlueSnap MCP Server
Connect your BlueSnap merchant account to any AI agent and orchestrate your global payment and subscription workflows through natural conversation.
LlamaIndex agents combine BlueSnap tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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
- Transaction Oversight — List and retrieve detailed information for recent payments and card authorizations.
- Subscription Management — Query and monitor active recurring billing subscriptions and plans.
- Vaulted Shopper Analysis — Access saved shopper profiles to understand customer retention and history.
- Marketplace Coordination — List and verify vendors managed within your BlueSnap marketplace.
- Payout Insights — Check real-time account balances and pending payouts.
- Detailed Auditing — Retrieve specific data for any transaction or subscription ID.
The BlueSnap MCP Server exposes 10 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 BlueSnap to LlamaIndex via MCP
Follow these steps to integrate the BlueSnap 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 10 tools from BlueSnap
Why Use LlamaIndex with the BlueSnap MCP Server
LlamaIndex provides unique advantages when paired with BlueSnap through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine BlueSnap tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain BlueSnap tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query BlueSnap, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what BlueSnap tools were called, what data was returned, and how it influenced the final answer
BlueSnap + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the BlueSnap MCP Server delivers measurable value.
Hybrid search: combine BlueSnap real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query BlueSnap 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 BlueSnap for fresh data
Analytical workflows: chain BlueSnap queries with LlamaIndex's data connectors to build multi-source analytical reports
BlueSnap MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect BlueSnap to LlamaIndex via MCP:
get_account_balance
Check current payout balances
get_plan
Get specific plan details
get_subscription
Get specific subscription details
get_transaction
Get specific transaction details
get_vaulted_shopper
Get specific vaulted shopper details
list_plans
List all recurring billing plans
list_subscriptions
List all active subscriptions
list_transactions
List recent payment transactions
list_vaulted_shoppers
List all vaulted shoppers
list_vendors
List all marketplace vendors
Example Prompts for BlueSnap in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with BlueSnap immediately.
"List the last 5 payment transactions."
"Check the status of subscription sub_99283."
"Show my current account balance."
Troubleshooting BlueSnap MCP Server with LlamaIndex
Common issues when connecting BlueSnap to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBlueSnap + LlamaIndex FAQ
Common questions about integrating BlueSnap 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 BlueSnap 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 BlueSnap to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.