Zoho Campaign MCP Server for LlamaIndex 13 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Zoho Campaign 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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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 Zoho Campaign. "
"You have 13 tools available."
),
)
response = await agent.run(
"What tools are available in Zoho Campaign?"
)
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 Zoho Campaign MCP Server
What you can do
Supercharge your email marketing with AI agents controlling Zoho Campaign. Automate your entire workflow:
LlamaIndex agents combine Zoho Campaign tool responses with indexed documents for comprehensive, grounded answers. Connect 13 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.
- Create and manage email campaigns with custom subjects, senders, and mailing lists
- Review campaign analytics including opens, clicks, bounces, and unsubscribes
- Build and segment mailing lists for targeted audience reach
- Import and export contacts with bulk add/remove operations
- Track contact engagement and subscription status across all lists
- Monitor blocked contacts to maintain list hygiene and deliverability
The Zoho Campaign MCP Server exposes 13 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 Zoho Campaign to LlamaIndex via MCP
Follow these steps to integrate the Zoho Campaign 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 13 tools from Zoho Campaign
Why Use LlamaIndex with the Zoho Campaign MCP Server
LlamaIndex provides unique advantages when paired with Zoho Campaign through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Zoho Campaign tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Zoho Campaign tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Zoho Campaign, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Zoho Campaign tools were called, what data was returned, and how it influenced the final answer
Zoho Campaign + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Zoho Campaign MCP Server delivers measurable value.
Hybrid search: combine Zoho Campaign real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Zoho Campaign 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 Zoho Campaign for fresh data
Analytical workflows: chain Zoho Campaign queries with LlamaIndex's data connectors to build multi-source analytical reports
Zoho Campaign MCP Tools for LlamaIndex (13)
These 13 tools become available when you connect Zoho Campaign to LlamaIndex via MCP:
add_contacts_to_list
Each contact requires at minimum an email address. Optionally include first name, last name, phone, company, and custom fields. Contacts must be provided as a JSON array of objects. Returns count of successfully added contacts. Add contacts to a Zoho Campaign mailing list
create_campaign
Requires campaign name, subject line, sender name, sender email, and reply-to email. Optionally set campaign type, template ID, and scheduling. Returns created campaign details including the new campaign key. Create a new email campaign in Zoho Campaign
create_list
Requires list name. Optionally set description and welcome message for new subscribers. Returns the created list details including the new list key needed for adding contacts. Create a new mailing list in Zoho Campaign
get_blocked_contacts
Returns email, reason, and date blocked. Use this to maintain list hygiene and avoid sending to invalid addresses. List blocked/bounced contacts in Zoho Campaign
get_campaign_details
Use this to review full campaign configuration before sending or editing. Get details of a specific Zoho Campaign email
get_campaign_report
Includes metrics: total sent, delivered, bounced, opened, clicked, unsubscribed, spam complaints, and forwarded. Also provides engagement breakdown by contact. Use this to analyze campaign ROI and engagement rates. Get analytics report for a Zoho Campaign
get_campaigns
Returns campaign name, subject line, status, sent date, and basic metrics (sent count, opened, clicked). Use this to review campaign portfolio and performance overview. List all email campaigns in Zoho Campaign
get_contact
Use this to review individual subscriber details before sending targeted campaigns or troubleshooting delivery issues. Get details of a specific Zoho Campaign contact
get_list_contacts
Returns contact email, name, subscription status, added date, and custom fields. Use this to review subscriber base, segment audiences, or verify contacts before sending campaigns. List contacts in a Zoho Campaign mailing list
get_lists
Returns list name, description, contact count, creation date, and status. Mailing lists are used to organize contacts for targeted email campaigns. Use this to review available lists before creating campaigns or adding contacts. List all mailing lists in Zoho Campaign
get_recent_campaigns
Useful for quick review of latest activity. Type can filter by: all, sent, draft, scheduled. Returns basic campaign info including name, subject, status, and date. Get recently created or sent campaigns
remove_contacts_from_list
Requires list key and comma-separated email addresses. Use this to manage unsubscribes, clean up lists, or segment contacts. Returns count of successfully removed contacts. Remove contacts from a Zoho Campaign mailing list
update_contact
Only pass the fields you want to modify. The contact is identified by email address. Returns updated contact data. Update an existing Zoho Campaign contact
Example Prompts for Zoho Campaign in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Zoho Campaign immediately.
"Show me all campaigns sent in the last 30 days with their open rates"
"Create a new campaign called 'Spring Sale 2026' for our newsletter list with subject 'Exclusive Spring Discounts Inside'"
"Add these 50 contacts from my CRM export to the 'Prospects Q2' list"
Troubleshooting Zoho Campaign MCP Server with LlamaIndex
Common issues when connecting Zoho Campaign to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpZoho Campaign + LlamaIndex FAQ
Common questions about integrating Zoho Campaign 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?
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Connect Zoho Campaign to LlamaIndex
Get your token, paste the configuration, and start using 13 tools in under 2 minutes. No API key management needed.