MCP Analytics

Monitor MCP tool server usage including call volume, error rates, method performance, and API key activity

The MCP tab on the Dashboard tracks usage of your MCP (Model Context Protocol) tool server. It shows call volumes, error rates, which methods and tools are called most, and performance metrics — giving you visibility into how external systems interact with your agents via MCP.

Accessing MCP Analytics

Navigate to Dashboard in the sidebar and select the MCP tab.

You need Admin or Account Manager permissions to access MCP Analytics. Data only appears if you have MCP tool server calls recorded.

Key Metrics

Four summary cards at the top of the tab:

Metric	Description
Total Calls	Total MCP API calls during the selected period
Total Errors	Number of calls that returned an error
Average Duration	Mean response time per call (in milliseconds)
Unique Methods	Number of distinct MCP methods called

Dashboard Components

Daily Volume

A bar chart showing MCP call counts per day with an error count overlay. Use this to spot usage trends and days with elevated error rates.

Calls by Source

A donut chart breaking down calls by their origination source (e.g., widget, API, SDK). Helps you understand which integration channels drive MCP traffic.

Calls by Method

A horizontal bar chart ranking MCP methods by call volume. Identifies which operations are used most frequently.

Calls by Tool

A table listing the top 20 tools invoked via the tools/call method, ranked by call count. Shows which specific tools your agents or integrations rely on.

Duration by Method

A horizontal bar chart showing average response time per MCP method. If a method’s duration spikes, check the connected service for issues.

Calls by API Key

A breakdown of MCP call volume by API key, showing the top 10 keys by usage. Helps you track which API consumers generate the most activity.

Error Rate by Method

A chart showing total calls vs. errors per method. Helps pinpoint methods with reliability issues.

Filtering Options

The MCP tab shares the same header filters as other dashboard tabs:

Filter	Description
Time Range	Choose from predefined ranges or set a custom date range
Organization	Filter to a specific organization
User Type	Filter by user permission level
Agent	Filter by a specific agent

Common Use Cases

Monitoring Integration Health

Check the error rate and duration charts regularly. A rising error rate or increasing response times may indicate issues with connected services.

Identifying Popular Tools

The Calls by Tool table shows which tools agents use most. If a tool has zero calls, it may not be configured correctly or may not match the types of questions users ask.

Tracking API Key Usage

Use the Calls by API Key breakdown to audit which consumers are active and whether usage is within expected ranges.

Related Features

• MCP Tool API - API reference for the MCP tool server
• Performance Dashboard - Overview of all dashboard tabs
• Tools - Configure tools available to your agents