Octoboard MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Check Api Usage, Get Api Status, List Active Dashboards, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Octoboard 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 Octoboard 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 Octoboard. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Octoboard?"
)
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 Octoboard MCP Server
Connect your Octoboard account to any AI agent and take full control of your marketing business intelligence and reporting orchestration through natural conversation. Octoboard provides a powerful data visualization platform, and this integration allows you to retrieve dashboard metadata, push custom metrics to widgets, and monitor automated reports directly from your chat interface.
LlamaIndex agents combine Octoboard 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
- Dashboard & Report Orchestration — List all active dashboards and retrieve detailed report metadata programmatically to ensure your team's visual insights are always synchronized.
- Custom Data Intelligence — Push numeric, text, or status metrics directly into Octoboard widgets from the AI interface to maintain real-time tracking of proprietary data.
- Visual Data Control — Send bar chart arrays, data tables, and variation metrics via natural language to drive better data transparency across your organization.
- Agency & Client Oversight — List managed clients and monitor account usage using simple AI commands to maintain a clear overview of your digital agency operations.
- Operational Monitoring — Track system responses and manage API health to ensure your reporting pipelines are always optimized.
The Octoboard 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 Octoboard tools available for LlamaIndex
When LlamaIndex connects to Octoboard through Vinkius, your AI agent gets direct access to every tool listed below — spanning marketing-analytics, data-visualization, automated-reporting, 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.
Check data limits
Check connection
List dashboards
List managed clients
List reports
Update bar chart
Update data table
Update widget number
Update status indicator
Update widget text
g. 10.5) to a widget. Update value + change
Verify credentials
Connect Octoboard to LlamaIndex via MCP
Follow these steps to wire Octoboard 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 Octoboard MCP Server
LlamaIndex provides unique advantages when paired with Octoboard through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Octoboard tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Octoboard tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Octoboard, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Octoboard tools were called, what data was returned, and how it influenced the final answer
Octoboard + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Octoboard MCP Server delivers measurable value.
Hybrid search: combine Octoboard real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Octoboard 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 Octoboard for fresh data
Analytical workflows: chain Octoboard queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Octoboard in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Octoboard immediately.
"List all my active dashboards in Octoboard."
"Push a revenue metric of 48750 to my Executive KPI dashboard widget."
"List all automated reports and their delivery schedules."
Troubleshooting Octoboard MCP Server with LlamaIndex
Common issues when connecting Octoboard to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpOctoboard + LlamaIndex FAQ
Common questions about integrating Octoboard MCP Server with LlamaIndex.