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

Built by Vinkius GDPR 10 Tools Framework

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

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 Elastic Email. "
            "You have 10 tools available."
        ),
    )

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

asyncio.run(main())
Elastic Email
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Elastic Email MCP Server

Integrate Elastic Email, the powerful email marketing and delivery platform, directly into your AI workflow. Manage your email campaigns and templates, track contact lists and individual profiles, monitor real-time delivery logs and statuses, and oversee your marketing operations using natural language.

LlamaIndex agents combine Elastic Email 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.
  • Contact Intelligence — Monitor contact address lists, individual profile details, and subscription statuses across your organization.
  • Delivery Monitoring — Track real-time email delivery logs, identifying success rates and recipient timestamps via chat.
  • Marketing Auditing — Retrieve high-level summaries of list volumes, campaign activity, and account credit balances instantly.

The Elastic Email 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 Elastic Email to LlamaIndex via MCP

Follow these steps to integrate the Elastic Email MCP Server with LlamaIndex.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

Save to agent.py and run: python agent.py

04

Explore tools

The agent discovers 10 tools from Elastic Email

Why Use LlamaIndex with the Elastic Email MCP Server

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

01

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

02

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

03

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

04

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

Elastic Email + LlamaIndex Use Cases

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

01

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

02

Data enrichment: query Elastic Email to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Elastic Email for fresh data

04

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

Elastic Email MCP Tools for LlamaIndex (10)

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

01

get_campaign_performance

Get detailed performance metrics for a specific email campaign

02

get_contact_profile

Get full profile and history for a specific contact by email

03

get_elastic_email_metadata

Retrieve metadata and usage limits for your Elastic Email account

04

list_contact_address_lists

List all contact lists configured in your account

05

list_delivery_logs

List recent email delivery logs and statuses

06

list_email_designs

List all available email message templates and designs

07

list_marketing_campaigns

List all email marketing campaigns in your Elastic Email account

08

list_marketing_contacts

List all contacts registered in your organization

09

quick_marketing_volume_audit

Retrieve a high-level summary of campaign activity and contact counts

10

search_contacts_by_email

Search for a contact using their email address

Example Prompts for Elastic Email in LlamaIndex

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

01

"List all active marketing campaigns."

02

"Show me the delivery logs for today."

03

"Search for contact 'john.doe@example.com'."

Troubleshooting Elastic Email MCP Server with LlamaIndex

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

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Elastic Email + LlamaIndex FAQ

Common questions about integrating Elastic Email MCP Server with LlamaIndex.

01

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.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Elastic Email tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

Connect Elastic Email to LlamaIndex

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.