Agency Elephant MCP Server for LlamaIndexGive LlamaIndex instant access to 8 tools to Add Lead To Group, Create Lead, Get Lead Details, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Agency Elephant 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 Agency Elephant app connector for LlamaIndex is a standout in the Marketing Automation category — giving your AI agent 8 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 Agency Elephant. "
"You have 8 tools available."
),
)
response = await agent.run(
"What tools are available in Agency Elephant?"
)
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 Agency Elephant MCP Server
Connect your Agency Elephant account to any AI agent and take full control of your insurance lead management and automated sales sequences through natural conversation.
LlamaIndex agents combine Agency Elephant tool responses with indexed documents for comprehensive, grounded answers. Connect 8 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
- Lead & Record Orchestration — List and manage your entire insurance lead database programmatically, retrieving detailed high-fidelity profiles and historical interaction metadata
- Automated Drip Intelligence — Programmatically trigger SMS and Email drip sequences for specific leads to maintain a perfectly coordinated follow-up pipeline
- Pipeline & Group Architecture — Access and monitor your lead organization structure, including pipelines and custom groups, to ensure perfectly coordinated team focus
- Engagement Monitoring — Access high-fidelity lead summaries and track campaign performance directly through your agent for instant operational reporting
- Team Visibility — Retrieve complete directories of workspace users and coordinate assignments across your agency directly through your chat interface
The Agency Elephant MCP Server exposes 8 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 8 Agency Elephant tools available for LlamaIndex
When LlamaIndex connects to Agency Elephant through Vinkius, your AI agent gets direct access to every tool listed below — spanning insurance-crm, lead-nurturing, drip-campaigns, 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.
Add a lead to a group
Create a new lead
Get lead details
List all campaigns
List all lead groups
List all leads
List all team members
Start a drip campaign for a lead
Connect Agency Elephant to LlamaIndex via MCP
Follow these steps to wire Agency Elephant 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 Agency Elephant MCP Server
LlamaIndex provides unique advantages when paired with Agency Elephant through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Agency Elephant tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Agency Elephant tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Agency Elephant, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Agency Elephant tools were called, what data was returned, and how it influenced the final answer
Agency Elephant + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Agency Elephant MCP Server delivers measurable value.
Hybrid search: combine Agency Elephant real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Agency Elephant 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 Agency Elephant for fresh data
Analytical workflows: chain Agency Elephant queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Agency Elephant in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Agency Elephant immediately.
"List all active users in my Agency Elephant workspace."
"Trigger the 'New Prospect Follow-up' campaign (ID: 'camp_123') for lead ID '90210'."
"Create a new lead 'John Doe' (john@example.com) with phone '+15550123'."
Troubleshooting Agency Elephant MCP Server with LlamaIndex
Common issues when connecting Agency Elephant to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpAgency Elephant + LlamaIndex FAQ
Common questions about integrating Agency Elephant MCP Server with LlamaIndex.