Memberful MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create Member, Get Account Info, Get Member, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Memberful 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 Memberful app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 12 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 Memberful. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Memberful?"
)
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 Memberful MCP Server
Connect your Memberful account to any AI agent and take full control of your membership site orchestration and subscription efficiency through natural conversation. Memberful provides a powerful GraphQL platform for managing gated content and recurring revenue, and this integration allows you to retrieve member metadata, monitor active subscriptions, and oversee sales orders directly from your chat interface.
LlamaIndex agents combine Memberful 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
- Member & Profile Orchestration — List all managed members and retrieve detailed profile metadata programmatically to ensure your audience database is always synchronized.
- Subscription Lifecycle Management — Access and monitor active subscriptions, expiration dates, and assigned plans directly from the AI interface to track recurring revenue health.
- Order & Financial Intelligence — List and oversee recent sales orders and retrieve detailed transaction metadata via natural language to maintain a clear overview of organizational liquidity.
- Plan & Discount Control — Retrieve master data for membership plans and available discounts using simple AI commands to facilitate better promotional alignment.
- Operational Monitoring — Track system responses and manage webhook metadata to ensure your automation workflows are always optimized.
The Memberful 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.
All 12 Memberful tools available for LlamaIndex
When LlamaIndex connects to Memberful through Vinkius, your AI agent gets direct access to every tool listed below — spanning membership-management, recurring-revenue, gated-content, 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.
Create a new member
Get site info
Get member details
Get order details
List active coupons
List member discounts
List member downloads
List all members
List recent orders
List subscription plans
List all subscriptions
List configured webhooks
Connect Memberful to LlamaIndex via MCP
Follow these steps to wire Memberful 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 Memberful MCP Server
LlamaIndex provides unique advantages when paired with Memberful through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Memberful tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Memberful tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Memberful, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Memberful tools were called, what data was returned, and how it influenced the final answer
Memberful + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Memberful MCP Server delivers measurable value.
Hybrid search: combine Memberful real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Memberful 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 Memberful for fresh data
Analytical workflows: chain Memberful queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Memberful in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Memberful immediately.
"List all active membership plans in Memberful."
"Show the last 5 orders in my Memberful site."
"Get details for member ID '12345'."
Troubleshooting Memberful MCP Server with LlamaIndex
Common issues when connecting Memberful to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpMemberful + LlamaIndex FAQ
Common questions about integrating Memberful MCP Server with LlamaIndex.