Microsoft Clarity MCP Server for LlamaIndexGive LlamaIndex instant access to 13 tools to Check Clarity Status, Get Dashboard, Get Heatmap, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Microsoft Clarity 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 Microsoft Clarity app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 13 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 Microsoft Clarity. "
"You have 13 tools available."
),
)
response = await agent.run(
"What tools are available in Microsoft Clarity?"
)
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 Microsoft Clarity MCP Server
Connect your Microsoft Clarity account to any AI agent and unlock behavioral analytics insights through natural conversation.
LlamaIndex agents combine Microsoft Clarity tool responses with indexed documents for comprehensive, grounded answers. Connect 13 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
- Project Management — List all tracked websites and inspect individual project configurations and data retention settings
- Live Insights — Retrieve real-time active users, page views, and engagement metrics for any project
- Dashboard Analytics — Access aggregate metrics including sessions, pages per session, engagement scores, and bounce rates
- Heatmap Analysis — Browse page heatmaps showing click, scroll, and attention patterns, and inspect detailed interaction data
- Session Recordings — List session recordings with duration and pages visited, and inspect individual session timelines
- UX Friction Detection — Identify dead clicks (elements that don't respond) and rage clicks (repeated frustrated clicking) to locate broken UI elements
- Content Visibility — Analyze scroll depth data to understand how far users scroll and where content engagement drops off
- Page Ranking — View top-performing pages ranked by session count and engagement metrics
The Microsoft Clarity MCP Server exposes 13 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 13 Microsoft Clarity tools available for LlamaIndex
When LlamaIndex connects to Microsoft Clarity through Vinkius, your AI agent gets direct access to every tool listed below — spanning behavioral-analytics, heatmaps, session-recording, 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 connectivity
Get dashboard metrics
Get heatmap data
Get live insights
Get project details
Get recording details
Get scroll depth
List dead clicks
List heatmaps
List projects
List rage clicks
List recordings
List top pages
Connect Microsoft Clarity to LlamaIndex via MCP
Follow these steps to wire Microsoft Clarity 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 Microsoft Clarity MCP Server
LlamaIndex provides unique advantages when paired with Microsoft Clarity through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Microsoft Clarity tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Microsoft Clarity tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Microsoft Clarity, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Microsoft Clarity tools were called, what data was returned, and how it influenced the final answer
Microsoft Clarity + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Microsoft Clarity MCP Server delivers measurable value.
Hybrid search: combine Microsoft Clarity real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Microsoft Clarity 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 Microsoft Clarity for fresh data
Analytical workflows: chain Microsoft Clarity queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Microsoft Clarity in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Microsoft Clarity immediately.
"Show me all rage clicks and dead clicks on our checkout page this week."
"What are the top 5 most visited pages and how far do users scroll on the homepage?"
"How many active users are on the site right now and what pages are they viewing?"
Troubleshooting Microsoft Clarity MCP Server with LlamaIndex
Common issues when connecting Microsoft Clarity to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpMicrosoft Clarity + LlamaIndex FAQ
Common questions about integrating Microsoft Clarity MCP Server with LlamaIndex.