MCPCore

MCP Server Analytics

MCP Server Analytics Built Into Every Server

Every request, every error, and every dollar of cost is tracked automatically for each MCP server and each tool, with no extra instrumentation to set up.

What's included

Visibility into every MCP server you run

Analytics are part of the platform, not an add-on you configure separately.

Real-time request tracking

Every call to every tool on your MCP server is logged and reflected in the dashboard as it happens.

Latency per tool

See average and peak response times broken down by individual tool, not just at the server level.

Cost over time

Track cost per server and per tool over time, with daily and hourly breakdowns instead of a single monthly total.

Geographic traffic distribution

Understand where requests to your MCP server are coming from without adding a separate analytics tool.

Error rate and stack traces

Error rate is tracked alongside request volume, and every failure links directly to its full stack trace and input parameters.

No extra instrumentation

Analytics are collected automatically for every tool call. There is no SDK to install or logging code to write.

Dashboard

Every request tracked, every cost measured

app.mcpcore.io
MCPCore MCP server analytics dashboard with request volume, latency, and cost charts

Analytics compared

How MCP hosting options handle analytics

Most ways to run an MCP server leave analytics up to you. MCPCore includes it for every server by default.

Built-in analytics
Framework-based:
Edge platform:Generic metrics only
Self-hosted SDK:
MCPCore:
Per-tool breakdown
Framework-based:
Edge platform:
Self-hosted SDK:
MCPCore:
Cost tracking
Framework-based:
Edge platform:
Self-hosted SDK:
MCPCore:
Error visibility
Framework-based:Build it yourself
Edge platform:Build it yourself
Self-hosted SDK:Build it yourself
MCPCore:Full stack traces included
Setup required
Framework-based:Add a paid add-on or build one
Edge platform:Configure a separate service
Self-hosted SDK:Build it from scratch
MCPCore:None

Analytics included on every plan

Basic analytics are available on the free tier. Paid plans unlock advanced analytics and longer log retention.

FAQ

MCP server analytics questions

Does MCPCore track analytics for every MCP server automatically?

Yes. Analytics are collected for every tool call on every server without any extra configuration or code.

Can I see cost broken down by individual tool?

Yes. The analytics dashboard breaks down requests, latency, and cost by tool, not only by server.

How far back does MCPCore keep analytics history?

Retention depends on your plan, with longer history available on paid tiers. Check the pricing page for exact retention windows per plan.

Do I need to add logging code to my MCP tools to see analytics?

No. Every tool call is tracked automatically, including failed calls and their full stack trace.

Start building today

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