Concierge - Production Grade MCP Framework

Real-time and historical metrics for your deployed MCP servers. Understand how your server is being used, identify bottlenecks, and spot errors before users report them.

Dashboard Overview

Access analytics in the Concierge Platform after deploying your server with concierge deploy.

Metrics Available

Throughput

Metric	Description
Requests/minute	Total MCP requests across all sessions
Active sessions	Currently connected clients
Peak concurrent	Highest simultaneous session count

Tool Popularity

See which tools are called most frequently:

Tool	Calls	Avg Time
search_products	1,247	45ms
add_to_cart	891	12ms
proceed_to_next_stage	756	3ms
checkout	423	230ms
apply_coupon	198	18ms

Tools with high call counts but low stage transition rates may indicate the LLM is stuck:consider improving tool descriptions or adding guardrails.

Error Rates

Metric	Description
Error rate	Percentage of tool calls that returned errors
Error breakdown	Errors grouped by tool, error type, and stage
Error timeline	When errors spike, correlated with deploys

Error Rate: 2.3% (last 24h)

Top errors:
  checkout       → "Cart is empty" (67 occurrences)
  search_products → Timeout after 30s (12 occurrences)
  add_to_cart    → "Product not found" (8 occurrences)

Success Rate

Track end-to-end workflow completion:

Workflow Completion (last 7 days):
  browse → cart:      89% of sessions
  cart → checkout:    67% of sessions
  checkout → done:    94% of sessions
  Full funnel:        56% of sessions

Time-Based Usage

Hourly/daily/weekly request volume
Peak hours identification
Trend lines for growth tracking
Latency percentiles (p50, p95, p99) over time

Stage Analytics

See how users flow through your staged workflows: Identify where users drop off and optimize those stages.

Alerts

Set up alerts in the platform for:

Error rate exceeding a threshold
Response time spikes
Unusual traffic patterns
Stage drop-off rate changes

Evaluation

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Analytics

Dashboard Overview

Metrics Available

Throughput

Tool Popularity

Error Rates

Success Rate

Time-Based Usage

Stage Analytics

Alerts

​Dashboard Overview

​Metrics Available

​Throughput

​Tool Popularity

​Error Rates

​Success Rate

​Time-Based Usage

​Stage Analytics

​Alerts

Dashboard Overview

Metrics Available

Throughput

Tool Popularity

Error Rates

Success Rate

Time-Based Usage

Stage Analytics

Alerts