How do I get an Ecomail API Key?

Log in to your Ecomail account, navigate to **Manage account > Integration**, and you can find your unique API Key under the **API Key** section.

Can the agent send new email broadcasts?

This integration currently focuses on listing and auditing campaigns, lists, and subscribers. Scheduling or sending actual email broadcasts should be managed via the Ecomail campaign builder.

Does the integration support subscriber custom fields?

Yes, you can use the get_subscriber_profile tool to retrieve full profile details which include any custom data fields you have defined in Ecomail.

Ecomail MCP Server for LlamaIndex 10 tools — connect in under 2 minutes

Name: Ecomail
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 10 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Ecomail as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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 Ecomail. "
            "You have 10 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Ecomail?"
    )
    print(response)

asyncio.run(main())

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About Ecomail MCP Server

Integrate Ecomail, the powerful marketing automation and email platform, directly into your AI workflow. Manage your email campaigns and templates, track contact lists and individual subscriber profiles, monitor automation results, and oversee your marketing operations using natural language.

LlamaIndex agents combine Ecomail 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 performance metrics for all your email marketing campaigns.
Subscriber Intelligence — Monitor contact address lists, individual profiles, and subscription statuses across your organization.
Automation Monitoring — Track marketing automation programs and campaign delivery results to ensure effective engagement.
Marketing Auditing — Retrieve high-level summaries of list volumes, campaign activity, and account limits instantly.

The Ecomail 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 Ecomail to LlamaIndex via MCP

Follow these steps to integrate the Ecomail 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 Ecomail

Why Use LlamaIndex with the Ecomail MCP Server

LlamaIndex provides unique advantages when paired with Ecomail through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine Ecomail tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain Ecomail tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query Ecomail, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what Ecomail tools were called, what data was returned, and how it influenced the final answer

Ecomail + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Ecomail MCP Server delivers measurable value.

Hybrid search: combine Ecomail real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query Ecomail 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 Ecomail for fresh data

Analytical workflows: chain Ecomail queries with LlamaIndex's data connectors to build multi-source analytical reports

Ecomail MCP Tools for LlamaIndex (10)

These 10 tools become available when you connect Ecomail to LlamaIndex via MCP:

get_campaign_performance_details

Get detailed information and metrics for a specific email campaign

get_ecomail_account_metadata

Retrieve metadata and usage limits for your Ecomail account

get_subscriber_profile

Get full profile and history for a specific subscriber by email

list_address_list_subscribers

List all subscribers within a specific address list

list_email_marketing_campaigns

List all email campaigns

list_email_templates

List all available email message templates

list_latest_marketing_campaigns

Identify the most recently created or sent campaigns

list_marketing_address_lists

List all contact address lists configured in your Ecomail account

quick_marketing_volume_audit

Retrieve a high-level summary of campaign and list activity

search_marketing_subscribers

Search for subscribers using a keyword or email address

Example Prompts for Ecomail in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Ecomail immediately.

"List all my email marketing campaigns."

"Show me the subscribers in list '12345'."

"Which email templates are available for use?"

Troubleshooting Ecomail MCP Server with LlamaIndex

Common issues when connecting Ecomail to LlamaIndex through the Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Ecomail + LlamaIndex FAQ

Common questions about integrating Ecomail MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Ecomail tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.