Zoho CRM Analytics MCP Server for AutoGen 5 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Zoho CRM Analytics as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="zoho_crm_analytics_agent",
tools=tools,
system_message=(
"You help users with Zoho CRM Analytics. "
"5 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Zoho CRM Analytics tools. Connect 5 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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 AutoGen 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 AutoGen via MCP
Follow these steps to integrate the Zoho CRM Analytics MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 5 tools from Zoho CRM Analytics automatically
Why Use AutoGen with the Zoho CRM Analytics MCP Server
AutoGen provides unique advantages when paired with Zoho CRM Analytics through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Zoho CRM Analytics tools to solve complex tasks
Role-based architecture lets you assign Zoho CRM Analytics tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Zoho CRM Analytics tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Zoho CRM Analytics tool responses in an isolated environment
Zoho CRM Analytics + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Zoho CRM Analytics MCP Server delivers measurable value.
Collaborative analysis: one agent queries Zoho CRM Analytics while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Zoho CRM Analytics, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Zoho CRM Analytics data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Zoho CRM Analytics responses in a sandboxed execution environment
Zoho CRM Analytics MCP Tools for AutoGen (5)
These 5 tools become available when you connect Zoho CRM Analytics to AutoGen 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 AutoGen
Ready-to-use prompts you can give your AutoGen 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 AutoGen
Common issues when connecting Zoho CRM Analytics to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Zoho CRM Analytics + AutoGen FAQ
Common questions about integrating Zoho CRM Analytics MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect Zoho CRM Analytics with your favorite client
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Connect Zoho CRM Analytics to AutoGen
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.