Zoho WorkDrive MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create Folder, Create Share Link, Delete File, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Zoho WorkDrive as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The Zoho WorkDrive app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 WorkDrive. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Zoho WorkDrive?"
)
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 WorkDrive MCP Server
Integrate your Zoho WorkDrive cloud storage into your AI workflows to streamline file management and team collaboration through natural conversation.
LlamaIndex agents combine Zoho WorkDrive tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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
- File & Folder Operations — List, rename, and delete files or folders across your storage with simple commands.
- Team Collaboration — Access team folders (workspaces) and manage user permissions programmatically.
- External Sharing — Generate and track external share links for secure file distribution to clients or partners.
- User Insights — Retrieve profile details and monitor recently accessed or modified files to stay on top of team activity.
The Zoho WorkDrive MCP Server exposes 12 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.
All 12 Zoho WorkDrive tools available for LlamaIndex
When LlamaIndex connects to Zoho WorkDrive through Vinkius, your AI agent gets direct access to every tool listed below — spanning file-management, team-folders, cloud-storage, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Create a new folder
Create a new share link
Delete a file or folder
Get file or folder metadata
Get current user profile
List file permissions
List files and folders
List recently accessed files
List external share links
List team folders (workspaces)
List all teams
Rename a file or folder
Connect Zoho WorkDrive to LlamaIndex via MCP
Follow these steps to wire Zoho WorkDrive into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Zoho WorkDrive MCP Server
LlamaIndex provides unique advantages when paired with Zoho WorkDrive through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Zoho WorkDrive tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Zoho WorkDrive tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Zoho WorkDrive, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Zoho WorkDrive tools were called, what data was returned, and how it influenced the final answer
Zoho WorkDrive + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Zoho WorkDrive MCP Server delivers measurable value.
Hybrid search: combine Zoho WorkDrive real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Zoho WorkDrive 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 WorkDrive for fresh data
Analytical workflows: chain Zoho WorkDrive queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Zoho WorkDrive in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Zoho WorkDrive immediately.
"Create a new folder named 'Q4 Marketing Assets' inside the root directory and list the contents to confirm it was created."
"Generate a new external share link for the 'Client Proposal v2.pdf' file so I can send it to the external vendor."
"Show me the workspaces for the 'Engineering Team' and check who has access permissions to the 'Architecture Specs' folder."
Troubleshooting Zoho WorkDrive MCP Server with LlamaIndex
Common issues when connecting Zoho WorkDrive to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpZoho WorkDrive + LlamaIndex FAQ
Common questions about integrating Zoho WorkDrive MCP Server with LlamaIndex.