Robolytix MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Get Process, Get Run, Get Run Messages, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Robolytix 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 Robolytix app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 10 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 Robolytix. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Robolytix?"
)
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 Robolytix MCP Server
Connect your Robolytix account to any AI agent and take full control of your robotic process automation (RPA) analytics and performance orchestration through natural conversation. Robolytix provides a specialized platform for monitoring bot workflows and business process health, and this integration allows you to send sonar messages, track process runs, and manage automation metadata directly from your chat interface.
LlamaIndex agents combine Robolytix tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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
- Process & Sonar Orchestration — Trigger process 'sonars' programmatically to track starts, common steps, and end-of-process events across your automation stack.
- Run Lifecycle Management — Access and monitor individual process runs and retrieve detailed metadata to ensure your bots are performing optimally directly from the AI interface.
- Performance & Error Intelligence — Log process errors and retrieve real-time status updates via natural language to maintain high-quality automation uptime.
- Process Discovery — List and search through your configured robotic processes to find the correct identifiers for orchestration.
- Operational Monitoring — Track system activity and manage sonar metadata using simple AI commands to ensure your RPA analytics are always optimized.
The Robolytix MCP Server exposes 10 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 10 Robolytix tools available for LlamaIndex
When LlamaIndex connects to Robolytix through Vinkius, your AI agent gets direct access to every tool listed below — spanning rpa-monitoring, process-automation, bot-performance, 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.
Get details for a specific process
Get details for a specific process run
Get all messages from a process run
Get overall automation statistics
List all RPA processes
List all process runs
Send a "common" sonar message
Send an "end" sonar message
Send an "error" sonar message
Send a "start" sonar message
Connect Robolytix to LlamaIndex via MCP
Follow these steps to wire Robolytix 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 Robolytix MCP Server
LlamaIndex provides unique advantages when paired with Robolytix through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Robolytix tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Robolytix tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Robolytix, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Robolytix tools were called, what data was returned, and how it influenced the final answer
Robolytix + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Robolytix MCP Server delivers measurable value.
Hybrid search: combine Robolytix real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Robolytix 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 Robolytix for fresh data
Analytical workflows: chain Robolytix queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Robolytix in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Robolytix immediately.
"Log the start of process 'p-123' with run ID 'r-999'."
"Show me all RPA process runs from today with their success rates and execution times."
"Get the detailed message log for the last failed invoice processing run."
Troubleshooting Robolytix MCP Server with LlamaIndex
Common issues when connecting Robolytix to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpRobolytix + LlamaIndex FAQ
Common questions about integrating Robolytix MCP Server with LlamaIndex.