Bring Behavioral Analytics
to LlamaIndex
Learn how to connect Microsoft Clarity to LlamaIndex and start using 13 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Microsoft Clarity MCP Server?
Connect your Microsoft Clarity account to any AI agent and unlock behavioral analytics insights through natural conversation.
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
How it works
1. Subscribe to this server
2. Enter your Clarity API Key
3. Start analyzing user behavior from Claude, Cursor, or any MCP-compatible client
Who is this for?
- UX Designers — identify friction points, analyze click patterns, and validate design decisions with behavioral data
- Product Managers — monitor engagement metrics, track feature adoption through scroll depth, and prioritize UX improvements
- Growth Engineers — detect conversion blockers by analyzing rage clicks, dead clicks, and session replay data
Built-in capabilities (13)
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
Why LlamaIndex?
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.
- —
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 in LlamaIndex
Microsoft Clarity and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Microsoft Clarity to LlamaIndex through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Microsoft Clarity in LlamaIndex
The Microsoft Clarity 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. All 13 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in LlamaIndex only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Microsoft Clarity for LlamaIndex
Every tool call from LlamaIndex to the Microsoft Clarity MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I detect UX friction points like dead clicks and rage clicks?
Yes! Use list_dead_clicks to find page elements where users click without any response — signaling non-interactive elements that look clickable. Use list_rage_clicks to detect pages where users repeatedly click in frustration, indicating broken buttons, slow-loading elements, or confusing UI patterns.
Can I analyze how far users scroll on each page?
Yes. The get_scroll_depth tool returns scroll metrics for each page in your project, showing the percentage of users who reach each content section. This identifies exactly where engagement drops off — essential for optimizing content placement and CTA positioning.
Can I view real-time analytics while users are on my site?
Yes. The get_live_insights tool provides real-time data for any project, including active user count, current page views, and live engagement metrics. For historical aggregates, use get_dashboard to access sessions, pages per session, and engagement scores over time.
How does LlamaIndex connect to MCP servers?
Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
Can I combine MCP tools with vector stores?
Yes. LlamaIndex agents can query Microsoft Clarity tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp