WorkflowMax MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create Client, Create Client Contact, Create Job, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add WorkflowMax 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 WorkflowMax 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 WorkflowMax. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in WorkflowMax?"
)
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 WorkflowMax MCP Server
Connect your WorkflowMax by BlueRock account to any AI agent to automate your job management and time tracking workflows. WorkflowMax provides an all-in-one platform for managing projects, client relations, and billable hours through natural conversation.
LlamaIndex agents combine WorkflowMax 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
- Job & Project Management — List all active jobs, fetch detailed metadata, and create or update project records programmatically.
- Client & Contact Coordination — Access your customer database, retrieve contact profiles, and manage client relations via natural language.
- Time Tracking Automation — Log new timesheet entries for specific tasks and jobs, and monitor recorded hours for better productivity insights.
- Task & Service Oversight — Monitor all service tasks available in your system to ensure tasks are assigned and tracked correctly.
- Operational Intelligence — Get instant visibility into job statuses and team workloads using simple AI commands.
The WorkflowMax 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 WorkflowMax tools available for LlamaIndex
When LlamaIndex connects to WorkflowMax through Vinkius, your AI agent gets direct access to every tool listed below — spanning job-management, time-tracking, billable-hours, 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.
Requires a company or individual name. Create a new client
Requires the client UUID and contact details. Create a new client contact
Requires essential details like name, client ID, and start date. Create a new job
Requires job UUID, task UUID, and the duration/hours. Create a new timesheet entry
Get details for a specific client
Get details for a specific client contact
Get details for a specific job
List all WorkflowMax clients
Useful for getting an overview of active projects. List all WorkflowMax jobs
Tasks are the service units that can be assigned to jobs. List all tasks
Useful for auditing time logs and work progress. List timesheet entries
Update an existing job
Connect WorkflowMax to LlamaIndex via MCP
Follow these steps to wire WorkflowMax 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 WorkflowMax MCP Server
LlamaIndex provides unique advantages when paired with WorkflowMax through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine WorkflowMax tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain WorkflowMax tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query WorkflowMax, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what WorkflowMax tools were called, what data was returned, and how it influenced the final answer
WorkflowMax + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the WorkflowMax MCP Server delivers measurable value.
Hybrid search: combine WorkflowMax real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query WorkflowMax 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 WorkflowMax for fresh data
Analytical workflows: chain WorkflowMax queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for WorkflowMax in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with WorkflowMax immediately.
"List all active jobs in my WorkflowMax account."
"Log 2 hours for task 'Design' on job 'job_123'."
Troubleshooting WorkflowMax MCP Server with LlamaIndex
Common issues when connecting WorkflowMax to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpWorkflowMax + LlamaIndex FAQ
Common questions about integrating WorkflowMax MCP Server with LlamaIndex.