SmartLead MCP Server for LlamaIndex 8 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add SmartLead 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 SmartLead. "
"You have 8 tools available."
),
)
response = await agent.run(
"What tools are available in SmartLead?"
)
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 SmartLead MCP Server
Connect SmartLead to your AI agent and manage your cold email infrastructure at scale.
LlamaIndex agents combine SmartLead 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
- Campaign Management — Create, edit, and monitor campaigns with multi-mailbox rotation.
- Lead Management — Upload leads, track statuses, and manage engagement across campaigns.
- Email Account Rotation — Monitor sending accounts, warm-up scores, and inbox placement rates.
- Analytics — Pull campaign performance metrics including opens, clicks, replies, and conversions.
The SmartLead 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.
How to Connect SmartLead to LlamaIndex via MCP
Follow these steps to integrate the SmartLead 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 8 tools from SmartLead
Why Use LlamaIndex with the SmartLead MCP Server
LlamaIndex provides unique advantages when paired with SmartLead through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine SmartLead tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain SmartLead tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query SmartLead, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what SmartLead tools were called, what data was returned, and how it influenced the final answer
SmartLead + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the SmartLead MCP Server delivers measurable value.
Hybrid search: combine SmartLead real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query SmartLead 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 SmartLead for fresh data
Analytical workflows: chain SmartLead queries with LlamaIndex's data connectors to build multi-source analytical reports
SmartLead MCP Tools for LlamaIndex (8)
These 8 tools become available when you connect SmartLead to LlamaIndex via MCP:
add_lead
Add lead
get_campaign
Get campaign
get_campaign_analytics
Get campaign analytics
list_campaigns
List campaigns
list_email_accounts
List email accounts
list_leads
List leads
pause_campaign
Pause campaign
resume_campaign
Resume campaign
Example Prompts for SmartLead in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with SmartLead immediately.
"What's the status of my 'Enterprise Q2' campaign?"
"Check warm-up progress on my sending accounts."
"Upload 500 new leads to the 'SaaS Founders' campaign."
Troubleshooting SmartLead MCP Server with LlamaIndex
Common issues when connecting SmartLead to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSmartLead + LlamaIndex FAQ
Common questions about integrating SmartLead 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 SmartLead 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 SmartLead to LlamaIndex
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.