Zoho CRM Analytics MCP Server for LlamaIndex 5 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Zoho CRM Analytics as an MCP tool provider through the 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 Zoho CRM Analytics. "
"You have 5 tools available."
),
)
response = await agent.run(
"What tools are available in Zoho CRM Analytics?"
)
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 CRM Analytics MCP Server
Connect Zoho CRM to any AI agent — manage your entire CRM without switching tabs.
LlamaIndex agents combine Zoho CRM Analytics tool responses with indexed documents for comprehensive, grounded answers. Connect 5 tools through the 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
- Leads — Search and create leads with source and status tracking
- Contacts — Find and create contacts linked to accounts
- Accounts — Search companies and organizations
- Deals — Search, create, and track deals through pipeline stages
- Notes — Create notes attached to any CRM record
- Generic List — Query any Zoho CRM module directly
The Zoho CRM Analytics MCP Server exposes 5 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 CRM Analytics to LlamaIndex via MCP
Follow these steps to integrate the Zoho CRM Analytics 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 5 tools from Zoho CRM Analytics
Why Use LlamaIndex with the Zoho CRM Analytics MCP Server
LlamaIndex provides unique advantages when paired with Zoho CRM Analytics through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Zoho CRM Analytics tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Zoho CRM Analytics tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Zoho CRM Analytics, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Zoho CRM Analytics tools were called, what data was returned, and how it influenced the final answer
Zoho CRM Analytics + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Zoho CRM Analytics MCP Server delivers measurable value.
Hybrid search: combine Zoho CRM Analytics real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Zoho CRM Analytics 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 CRM Analytics for fresh data
Analytical workflows: chain Zoho CRM Analytics queries with LlamaIndex's data connectors to build multi-source analytical reports
Zoho CRM Analytics MCP Tools for LlamaIndex (5)
These 5 tools become available when you connect Zoho CRM Analytics to LlamaIndex via MCP:
zoho_custom_views
Returns view name, system name, category (shared/personal), and whether it is the default. Custom views are saved filters that define how records appear in the module list view (e.g., "All Open Deals", "My Contacts", "Unread Leads"). Use when the user asks about available filters, saved views, or list configurations. List saved custom views/filters for a Zoho CRM module — predefined list views like "My Open Deals" or "All Leads"
zoho_list_modules
Returns module name, plural label, API name, whether the module supports API access, and visibility status. Modules include: Leads, Contacts, Accounts, Deals, Tasks, Events, Calls, Notes, Products, Quotes, Sales_Orders, Invoices, Purchase_Orders, and custom modules. Use to discover the data model or verify which modules are available. List all available CRM modules in Zoho with their names, API support status, and whether they are visible
zoho_list_pipelines
For deals: shows sales pipeline stages with associated win probability percentages (e.g., Qualification=10%, Proposal=75%, Closed Won=100%). Returns pipeline name, stage names, stage IDs, and probabilities. Use to understand the sales process, find stage names for deal operations, or check pipeline configuration. List deal (or custom module) pipelines in Zoho CRM with their stages, win probabilities, and display order
zoho_module_fields
Returns field name, display label, data type (text/number/date/picklist/lookup), whether it is required, read-only, and formula-based. Essential for understanding the data model before creating or updating records. Use when the user asks "what fields are on Contacts?" or needs to know valid field names for API operations. Get all fields (properties) configured on a Zoho CRM module with data types, validation rules, and edit permissions
zoho_org_info
Returns company name, Zoho CRM edition (Free/Standard/Professional/Enterprise/Ultimate), default timezone, currency, and admin contact. Use when the user needs account-level information, subscription details, or org configuration. Get Zoho CRM organization details — company name, subscription edition, timezone, currency, and license information
Example Prompts for Zoho CRM Analytics in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Zoho CRM Analytics immediately.
"Search for leads from web form"
"Create a deal: Enterprise Plan $25,000"
Troubleshooting Zoho CRM Analytics MCP Server with LlamaIndex
Common issues when connecting Zoho CRM Analytics to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpZoho CRM Analytics + LlamaIndex FAQ
Common questions about integrating Zoho CRM Analytics 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 Zoho CRM Analytics with your favorite client
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Microsoft's framework for multi-agent collaborative conversations.
Connect Zoho CRM Analytics to LlamaIndex
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.