EmailOctopus MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add EmailOctopus as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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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 EmailOctopus. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in EmailOctopus?"
)
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 EmailOctopus MCP Server
Integrate EmailOctopus, the affordable and powerful email marketing platform, directly into your AI workflow. Manage your marketing lists and subscriber profiles, track email campaigns and their real-time statuses, monitor detailed performance reports, and oversee your entire marketing operation using natural language.
LlamaIndex agents combine EmailOctopus tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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 Oversight — List and retrieve detailed information and status for all your email marketing campaigns.
- Contact Intelligence — Monitor contact address lists, individual profile details, and subscription statuses across your organization.
- Performance Monitoring — Access real-time campaign performance summaries, resolving sent, open, and click-through counts via chat.
- Marketing Auditing — Retrieve high-level summaries of list volumes, campaign activity, and organizational marketing health instantly.
The EmailOctopus MCP Server exposes 10 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 EmailOctopus to LlamaIndex via MCP
Follow these steps to integrate the EmailOctopus 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 10 tools from EmailOctopus
Why Use LlamaIndex with the EmailOctopus MCP Server
LlamaIndex provides unique advantages when paired with EmailOctopus through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine EmailOctopus tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain EmailOctopus tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query EmailOctopus, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what EmailOctopus tools were called, what data was returned, and how it influenced the final answer
EmailOctopus + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the EmailOctopus MCP Server delivers measurable value.
Hybrid search: combine EmailOctopus real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query EmailOctopus 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 EmailOctopus for fresh data
Analytical workflows: chain EmailOctopus queries with LlamaIndex's data connectors to build multi-source analytical reports
EmailOctopus MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect EmailOctopus to LlamaIndex via MCP:
get_campaign_details
Get detailed settings for a specific email campaign
get_campaign_performance_summary
Get a summary of performance metrics for a specific campaign
get_contact_profile
Get full profile and history for a specific contact
get_list_details
unsubscribed counts and organizational markers. Get detailed settings and subscriber counts for a specific list
list_email_campaigns
List all email marketing campaigns in your account
list_list_contacts
List all contacts within a specific marketing list
list_marketing_lists
List all contact lists in your EmailOctopus account
list_successfully_sent_campaigns
Identify campaigns that have already been sent to subscribers
quick_marketing_volume_audit
Retrieve a high-level summary of list and campaign activity
search_contacts_by_email
Search for a contact within a list using their email address
Example Prompts for EmailOctopus in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with EmailOctopus immediately.
"List all my marketing lists."
"Show me the performance report for campaign 'Q1 Promo'."
"Search for contact 'jane@example.com' in the Weekly Newsletter list."
Troubleshooting EmailOctopus MCP Server with LlamaIndex
Common issues when connecting EmailOctopus to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpEmailOctopus + LlamaIndex FAQ
Common questions about integrating EmailOctopus 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 EmailOctopus 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 EmailOctopus to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.