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How to Use the Zengain MCP in LlamaIndex

Ground advanced RAG applications with Zengain and LlamaIndex.

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LlamaIndex

Connect Zengain MCP to LlamaIndex

Create your Vinkius account to connect Zengain to LlamaIndex and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Indexing user behavior with the MCP Server.

Use `list_events` to pull all historical tracking data from your site. When you index this output into a vector store, you can query past sessions and get answers grounded in actual API activity. This means developers build RAG apps that don't hallucinate; they cite specific events like 'Product X was viewed on Date Y.'

Building product knowledge bases with LlamaIndex.

The `get_product` tool provides granular details. Indexing these results lets your agent answer complex questions, such as 'What are the specs for Product A compared to Product B?' It combines live data with documents. It’s perfect for creating self-service support that pulls from real-time inventory and documentation.

Analyzing user profiles using Zengain and LlamaIndex.

LlamaIndex lets you index the results from `get_user_details` alongside documents. You can then query 'What is this specific user interested in?' and get an answer that combines both their profile data and your company's documentation. This greatly improves the accuracy of personalized outreach strategies.

Setup guide

Set up Zengain MCP in LlamaIndex

Prerequisites

  • Python 3.10+ installed
  • llama-index-tools-mcp package
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run pip install llama-index-tools-mcp llama-index-llms-openai. The MCP tools package provides BasicMCPClient and McpToolSpec.

  2. 2

    Connect with BasicMCPClient

    Point BasicMCPClient to your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports SSE and Streamable HTTP transports.

  3. 3

    Convert to LlamaIndex tools

    Call mcp_tool_spec.to_tool_list_async() to convert all Zengain MCP tools into native FunctionTool objects that any LlamaIndex agent can use.

  4. 4

    Run with any LLM

    Create a FunctionAgent with the tools and your preferred LLM. Swap OpenAI for Anthropic, Gemini, or any LlamaIndex-supported provider.

agent.py
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Connect to the MCP
mcp_client = BasicMCPClient(
    "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
mcp_tool_spec = McpToolSpec(client=mcp_client)

# Convert MCP tools to LlamaIndex tools
tools = await mcp_tool_spec.to_tool_list_async()

# Create and run the agent
agent = FunctionAgent(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
    system_prompt="You have access to Zengain tools.",
)
response = await agent.run("List recent Zengain data")

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Zengain. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Zengain MCP in LlamaIndex

You index the output from `get_analytics_summary` and `list_kpms`. This creates a knowledge base that helps your agent identify high-intent visitors by linking their recent activity to known conversion milestones.
Since the MCP Server provides access to user details, product listings, and events, you can combine all that information into a single index. You'll get answers grounded in real API calls.
Yes. By indexing the results of `list_webhooks`, your agent can query exactly which endpoints are configured, allowing for faster troubleshooting and verification across multiple systems.
This server touches user identifying information (`get_user_details`) and activity logs. When indexing, ensure you are only storing the necessary fields to maintain compliance.
Yes. The architecture supports combining data from various sources into one unified index, allowing your agent to synthesize knowledge across different operational domains.

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