Microsoft Clarity MCP Server for Pydantic AIGive Pydantic AI instant access to 13 tools to Check Clarity Status, Get Dashboard, Get Heatmap, and more
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Microsoft Clarity through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
Ask AI about this App Connector for Pydantic AI
The Microsoft Clarity app connector for Pydantic AI 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 pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to Microsoft Clarity "
"(13 tools)."
),
)
result = await agent.run(
"What tools are available in Microsoft Clarity?"
)
print(result.data)
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.
Pydantic AI validates every Microsoft Clarity tool response against typed schemas, catching data inconsistencies at build time. Connect 13 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
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 Pydantic AI 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 Pydantic AI
When Pydantic AI 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 Pydantic AI via MCP
Follow these steps to wire Microsoft Clarity into Pydantic AI. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Pydantic AI
pip install pydantic-aiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use Pydantic AI with the Microsoft Clarity MCP Server
Pydantic AI provides unique advantages when paired with Microsoft Clarity through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Microsoft Clarity integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Microsoft Clarity connection logic from agent behavior for testable, maintainable code
Microsoft Clarity + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Microsoft Clarity MCP Server delivers measurable value.
Type-safe data pipelines: query Microsoft Clarity with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Microsoft Clarity tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Microsoft Clarity and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Microsoft Clarity responses and write comprehensive agent tests
Example Prompts for Microsoft Clarity in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI 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 Pydantic AI
Common issues when connecting Microsoft Clarity to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiMicrosoft Clarity + Pydantic AI FAQ
Common questions about integrating Microsoft Clarity MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.