Snov.io 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 Snov.io 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 Snov.io. "
"You have 8 tools available."
),
)
response = await agent.run(
"What tools are available in Snov.io?"
)
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 Snov.io MCP Server
Connect Snov.io to your AI agent and manage your email finder, verifier, and drip campaign platform conversationally.
LlamaIndex agents combine Snov.io 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
- Email Finder — Find professional emails by domain, name, or company with confidence scores.
- Email Verifier — Validate email addresses before outreach to protect your sender reputation.
- Drip Campaigns — Create and manage automated email drip sequences with follow-ups.
- Prospect Lists — Build, manage, and export prospect lists with verified contact data.
The Snov.io 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 Snov.io to LlamaIndex via MCP
Follow these steps to integrate the Snov.io 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 Snov.io
Why Use LlamaIndex with the Snov.io MCP Server
LlamaIndex provides unique advantages when paired with Snov.io through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Snov.io tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Snov.io tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Snov.io, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Snov.io tools were called, what data was returned, and how it influenced the final answer
Snov.io + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Snov.io MCP Server delivers measurable value.
Hybrid search: combine Snov.io real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Snov.io 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 Snov.io for fresh data
Analytical workflows: chain Snov.io queries with LlamaIndex's data connectors to build multi-source analytical reports
Snov.io MCP Tools for LlamaIndex (8)
These 8 tools become available when you connect Snov.io to LlamaIndex via MCP:
add_prospect
io list. Add prospect
domain_search
Domain email search
email_finder
Find email
email_verifier
Verify emails
get_balance
io credits. Get credit balance
get_prospect_by_email
Get prospect
list_prospect_lists
List prospect lists
tech_checker
Check domain technologies
Example Prompts for Snov.io in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Snov.io immediately.
"Find all emails at shopify.com."
"Verify if alex@oldcompany.com is still deliverable."
"Find the email for Sarah Kim at Notion."
Troubleshooting Snov.io MCP Server with LlamaIndex
Common issues when connecting Snov.io to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSnov.io + LlamaIndex FAQ
Common questions about integrating Snov.io 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 Snov.io 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 Snov.io to LlamaIndex
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.
