Tactiq MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Check Tactiq Status, Get Action Items, Get Meeting, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Tactiq 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 Tactiq app connector for LlamaIndex is a standout in the Productivity 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 Tactiq. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Tactiq?"
)
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 Tactiq MCP Server
Connect your Tactiq account to any AI agent and manage all your meeting transcripts, summaries, and follow-ups through natural conversation.
LlamaIndex agents combine Tactiq 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
- Transcript Management u2014 List, search, and retrieve full meeting transcripts with speaker labels and timestamps
- Meeting Intelligence u2014 Access AI-generated summaries, insights, and key decisions from every recorded meeting
- Action Items u2014 Extract follow-ups, deadlines, and assigned tasks automatically from any transcript
- Speaker Analysis u2014 View speaker participation, talk-time ratios, and contribution breakdowns
- Cross-Meeting Search u2014 Search across your entire transcript library for any keyword, topic, or discussion point
The Tactiq 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 Tactiq tools available for LlamaIndex
When LlamaIndex connects to Tactiq through Vinkius, your AI agent gets direct access to every tool listed below — spanning transcription, meeting-notes, action-items, 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.
Verify Tactiq API connectivity
Get action items
Get meeting details
Get transcript summary
Get transcript details
Get AI insights
List all meetings
List speakers
List all transcripts
Search transcripts
Connect Tactiq to LlamaIndex via MCP
Follow these steps to wire Tactiq 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 Tactiq MCP Server
LlamaIndex provides unique advantages when paired with Tactiq through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Tactiq tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Tactiq tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Tactiq, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Tactiq tools were called, what data was returned, and how it influenced the final answer
Tactiq + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Tactiq MCP Server delivers measurable value.
Hybrid search: combine Tactiq real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Tactiq 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 Tactiq for fresh data
Analytical workflows: chain Tactiq queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Tactiq in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Tactiq immediately.
"Show all meetings from this week."
"Get the summary and action items from transcript TR-5021."
"Search my transcripts for mentions of 'pricing strategy'."
Troubleshooting Tactiq MCP Server with LlamaIndex
Common issues when connecting Tactiq to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpTactiq + LlamaIndex FAQ
Common questions about integrating Tactiq MCP Server with LlamaIndex.