BotGenuity MCP Server for LlamaIndexGive LlamaIndex instant access to 6 tools to Chat With Bot, Get Chatbot Details, Get Conversation History, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add BotGenuity 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 BotGenuity app connector for LlamaIndex is a standout in the Customer Support category — giving your AI agent 6 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 BotGenuity. "
"You have 6 tools available."
),
)
response = await agent.run(
"What tools are available in BotGenuity?"
)
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 BotGenuity MCP Server
Connect your BotGenuity account to any AI agent and take full control of your automated customer engagement and chatbot operations through natural conversation.
LlamaIndex agents combine BotGenuity tool responses with indexed documents for comprehensive, grounded answers. Connect 6 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
- Bot Orchestration — List and manage all your AI chatbot instances programmatically, retrieving detailed configuration and high-fidelity operational status in real-time
- Lead Capture Intelligence — Access complete directories of leads captured during bot interactions, including high-fidelity contact metadata and conversation context
- Conversation Discovery — Retrieve detailed chat histories and individual message threads to maintain a perfectly coordinated overview of customer needs
- Real-Time Interaction — Programmatically send messages to your chatbots to test performance or integrate bot responses into custom business workflows
- Platform Monitoring — Access chatbot configuration details and monitor account-level connectivity directly through your agent for instant reporting
The BotGenuity MCP Server exposes 6 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 6 BotGenuity tools available for LlamaIndex
When LlamaIndex connects to BotGenuity through Vinkius, your AI agent gets direct access to every tool listed below — spanning chatbot-builder, conversational-ai, digital-assistant, 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.
Send a message to a chatbot and get a response
Get details of a specific chatbot
Get full history for a conversation
List leads captured by a chatbot
List conversations for a chatbot
List all chatbots in your BotGenuity account
Connect BotGenuity to LlamaIndex via MCP
Follow these steps to wire BotGenuity 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 BotGenuity MCP Server
LlamaIndex provides unique advantages when paired with BotGenuity through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine BotGenuity tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain BotGenuity tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query BotGenuity, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what BotGenuity tools were called, what data was returned, and how it influenced the final answer
BotGenuity + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the BotGenuity MCP Server delivers measurable value.
Hybrid search: combine BotGenuity real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query BotGenuity 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 BotGenuity for fresh data
Analytical workflows: chain BotGenuity queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for BotGenuity in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with BotGenuity immediately.
"List all my chatbots in BotGenuity."
"Show the captured leads for chatbot ID 'B123'."
"Ask my 'Customer Hero' bot: 'What are our shipping rates?'."
Troubleshooting BotGenuity MCP Server with LlamaIndex
Common issues when connecting BotGenuity to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBotGenuity + LlamaIndex FAQ
Common questions about integrating BotGenuity MCP Server with LlamaIndex.